DataFrame
NO COMPARISON TARGET
18572
ROWS
0
DUPLICATES
13.7 MB
RAM
91
FEATURES
0
CATEGORICAL
90
NUMERICAL
1
TEXT
2.3.1
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
date
VALUES:
4,682
(25%)
MISSING:
13,890
(75%)
DISTINCT:
4,682
(25%)
1
<1%
-
-
2018-07-30 06:59:59
1
<1%
-
-
2018-02-04 04:59:59
1
<1%
-
-
2018-02-22 02:59:59
1
<1%
-
-
2018-03-03 01:59:59
1
<1%
-
-
2018-03-12 00:59:59
1
<1%
-
-
2018-03-20 23:59:59
1
<1%
-
-
2018-04-07 21:59:59
4,675
>99%
-
-
(Other)
2
rougher.input.feed_au
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,559
(>99%)
ZEROES:
---
MAX
13.7
95%
11.5
Q3
9.8
AVG
8.3
MEDIAN
8.1
Q1
6.9
5%
5.4
MIN
1.0
RANGE
12.7
IQR
2.91
STD
1.91
VAR
3.63
KURT.
-0.426
SKEW
0.033
SUM
154k
3
rougher.input.feed_ag
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,559
(>99%)
ZEROES:
---
MAX
14.6
95%
12.1
Q3
10.2
AVG
8.8
MEDIAN
8.6
Q1
7.2
5%
6.0
MIN
2.2
RANGE
12.4
IQR
2.99
STD
1.92
VAR
3.68
KURT.
-0.646
SKEW
0.274
SUM
164k
4
rougher.input.feed_pb
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,486
(>99%)
ZEROES:
---
MAX
7.14
95%
5.48
Q3
4.24
AVG
3.61
MEDIAN
3.53
Q1
2.90
5%
2.04
MIN
1.01
RANGE
6.14
IQR
1.34
STD
1.02
VAR
1.04
KURT.
-0.104
SKEW
0.308
SUM
67,064
5
rougher.input.feed_sol
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,456
(>99%)
ZEROES:
---
MAX
53.5
95%
43.6
Q3
40.1
MEDIAN
37.2
AVG
36.7
Q1
34.2
5%
28.2
MIN
0.5
RANGE
53.0
IQR
5.85
STD
5.02
VAR
25.2
KURT.
3.15
SKEW
-0.978
SUM
682k
6
rougher.input.feed_rate
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,562
(>99%)
ZEROES:
---
MAX
718
95%
618
Q3
550
MEDIAN
499
AVG
479
Q1
420
5%
300
MIN
0
RANGE
717
IQR
130
STD
103
VAR
10,712
KURT.
1.85
SKEW
-1.06
SUM
8.9M
7
rougher.input.feed_size
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,427
(>99%)
ZEROES:
---
MAX
485
95%
85
Q3
65
AVG
59
MEDIAN
55
Q1
47
5%
42
MIN
0
RANGE
485
IQR
17.2
STD
21.7
VAR
472
KURT.
81.6
SKEW
6.86
SUM
1.1M
8
rougher.input.floatbank10_sulfate
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,550
(>99%)
ZEROES:
---
MAX
36.1
95%
17.3
Q3
14.7
AVG
12.3
MEDIAN
12.0
Q1
10.0
5%
7.3
MIN
0.0
RANGE
36.1
IQR
4.71
STD
3.35
VAR
11.2
KURT.
1.79
SKEW
0.323
SUM
229k
9
rougher.input.floatbank10_xanthate
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,570
(>99%)
ZEROES:
---
MAX
9.70
95%
7.69
Q3
6.80
MEDIAN
6.09
AVG
6.05
Q1
5.40
5%
4.39
MIN
0.00
RANGE
9.70
IQR
1.40
STD
1.11
VAR
1.22
KURT.
3.54
SKEW
-0.891
SUM
112k
10
rougher.state.floatbank10_a_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
1,522
95%
1,401
Q3
1,205
AVG
1,104
MEDIAN
1,001
Q1
1,000
5%
995
MIN
-0
RANGE
1,522
IQR
205
STD
160
VAR
25,595
KURT.
0.055
SKEW
0.686
SUM
20.5M
11
rougher.state.floatbank10_a_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-274
95%
-300
Q3
-300
MEDIAN
-300
AVG
-378
Q1
-500
5%
-500
MIN
-658
RANGE
384
IQR
200
STD
94.2
VAR
8,875
KURT.
-1.53
SKEW
-0.528
SUM
-7.0M
12
rougher.state.floatbank10_b_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
1,809
95%
1,601
Q3
1,449
AVG
1,323
MEDIAN
1,302
Q1
1,200
5%
1,002
MIN
-1
RANGE
1,810
IQR
250
STD
176
VAR
30,822
KURT.
-0.007
SKEW
-0.059
SUM
24.6M
13
rougher.state.floatbank10_b_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-296
95%
-350
Q3
-401
AVG
-467
MEDIAN
-500
Q1
-500
5%
-501
MIN
-650
RANGE
354
IQR
99.6
STD
54.7
VAR
2,994
KURT.
0.596
SKEW
1.28
SUM
-8.7M
14
rougher.state.floatbank10_c_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
2,499
95%
1,600
Q3
1,450
AVG
1,304
MEDIAN
1,301
Q1
1,152
5%
954
MIN
-0
RANGE
2,499
IQR
298
STD
202
VAR
40,806
KURT.
1.29
SKEW
0.155
SUM
24.2M
15
rougher.state.floatbank10_c_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-292
95%
-351
Q3
-401
AVG
-467
MEDIAN
-500
Q1
-500
5%
-501
MIN
-648
RANGE
355
IQR
99.3
STD
53.6
VAR
2,869
KURT.
0.499
SKEW
1.26
SUM
-8.7M
16
rougher.state.floatbank10_d_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
1,817
95%
1,550
Q3
1,358
AVG
1,215
MEDIAN
1,202
Q1
1,078
5%
853
MIN
-1
RANGE
1,818
IQR
279
STD
203
VAR
41,230
KURT.
-0.217
SKEW
-0.046
SUM
22.6M
17
rougher.state.floatbank10_d_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-76
95%
-352
Q3
-401
AVG
-468
MEDIAN
-500
Q1
-500
5%
-502
MIN
-648
RANGE
572
IQR
98.9
STD
54.0
VAR
2,912
KURT.
0.638
SKEW
1.21
SUM
-8.7M
18
rougher.state.floatbank10_e_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,207
(98%)
ZEROES:
---
MAX
1,923
95%
1,400
Q3
1,199
AVG
1,082
MEDIAN
1,050
Q1
999
5%
804
MIN
-2
RANGE
1,925
IQR
201
STD
171
VAR
29,354
KURT.
0.891
SKEW
0.656
SUM
20.1M
19
rougher.state.floatbank10_e_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-140
95%
-350
Q3
-401
AVG
-465
MEDIAN
-500
Q1
-500
5%
-501
MIN
-648
RANGE
508
IQR
99.2
STD
57.5
VAR
3,304
KURT.
0.776
SKEW
1.34
SUM
-8.6M
20
rougher.state.floatbank10_f_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
1,706
95%
1,400
Q3
1,100
AVG
1,027
MEDIAN
1,000
Q1
901
5%
800
MIN
-3
RANGE
1,709
IQR
199
STD
165
VAR
27,276
KURT.
2.11
SKEW
1.11
SUM
19.1M
21
rougher.state.floatbank10_f_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,571
(>99%)
ZEROES:
---
MAX
-192
95%
-350
Q3
-401
AVG
-466
MEDIAN
-499
Q1
-501
5%
-502
MIN
-650
RANGE
458
IQR
99.1
STD
58.0
VAR
3,364
KURT.
0.798
SKEW
1.24
SUM
-8.7M
22
rougher.input.floatbank11_sulfate
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,542
(>99%)
ZEROES:
---
MAX
38.0
95%
17.0
Q3
14.6
AVG
12.1
MEDIAN
12.0
Q1
10.0
5%
6.6
MIN
0.0
RANGE
38.0
IQR
4.63
STD
3.69
VAR
13.6
KURT.
2.09
SKEW
-0.334
SUM
224k
23
rougher.input.floatbank11_xanthate
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,162
(98%)
ZEROES:
---
MAX
9.70
95%
7.70
Q3
6.80
MEDIAN
6.10
AVG
6.09
Q1
5.50
5%
4.40
MIN
0.00
RANGE
9.70
IQR
1.30
STD
1.07
VAR
1.15
KURT.
2.79
SKEW
-0.732
SUM
113k
24
rougher.calculation.sulfate_to_au_concentrate
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,570
(>99%)
ZEROES:
---
MAX
3.4M
95%
0.1M
Q3
0.0M
MEDIAN
0.0M
AVG
0.0M
Q1
0.0M
5%
0.0M
MIN
-42.2M
RANGE
45.7M
IQR
7,329
STD
332k
VAR
110.1B
KURT.
14,455
SKEW
-117
SUM
781.7M
25
rougher.calculation.floatbank10_sulfate_to_au_feed
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,570
(>99%)
ZEROES:
---
MAX
630k
95%
5k
Q3
4k
AVG
3k
MEDIAN
3k
Q1
3k
5%
2k
MIN
-0k
RANGE
630k
IQR
1,034
STD
5,037
VAR
25.4M
KURT.
13,111
SKEW
109
SUM
62.5M
26
rougher.calculation.floatbank11_sulfate_to_au_feed
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,570
(>99%)
ZEROES:
---
MAX
719k
95%
5k
Q3
4k
AVG
3k
MEDIAN
3k
Q1
3k
5%
2k
MIN
-0k
RANGE
719k
IQR
1,015
STD
5,898
VAR
34.8M
KURT.
12,217
SKEW
106
SUM
60.2M
27
rougher.calculation.au_pb_ratio
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,559
(>99%)
ZEROES:
---
MAX
7.27
95%
3.34
Q3
2.73
AVG
2.40
MEDIAN
2.31
Q1
2.04
5%
1.58
MIN
-0.01
RANGE
7.28
IQR
0.689
STD
0.589
VAR
0.347
KURT.
5.09
SKEW
0.947
SUM
44,498
28
rougher.output.concentrate_au
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,560
(>99%)
ZEROES:
---
MAX
28.8
95%
23.7
Q3
21.8
MEDIAN
20.3
AVG
20.2
Q1
19.0
5%
16.4
MIN
3.1
RANGE
25.8
IQR
2.82
STD
2.40
VAR
5.74
KURT.
2.98
SKEW
-0.861
SUM
376k
29
rougher.output.concentrate_ag
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,560
(>99%)
ZEROES:
---
MAX
24.5
95%
15.5
Q3
13.7
AVG
12.2
MEDIAN
12.2
Q1
10.7
5%
9.2
MIN
2.2
RANGE
22.3
IQR
3.03
STD
2.08
VAR
4.34
KURT.
0.409
SKEW
-0.035
SUM
227k
30
rougher.output.concentrate_pb
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,503
(>99%)
ZEROES:
---
MAX
13.6
95%
10.3
Q3
8.6
AVG
7.8
MEDIAN
7.8
Q1
6.8
5%
5.8
MIN
1.3
RANGE
12.3
IQR
1.76
STD
1.40
VAR
1.96
KURT.
0.868
SKEW
0.203
SUM
145k
31
rougher.output.concentrate_sol
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,221
(98%)
ZEROES:
---
MAX
38.4
95%
35.0
Q3
32.3
MEDIAN
29.9
AVG
29.4
Q1
27.5
5%
22.0
MIN
1.7
RANGE
36.6
IQR
4.79
STD
4.19
VAR
17.5
KURT.
3.65
SKEW
-1.33
SUM
547k
32
rougher.output.recovery
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,560
(>99%)
ZEROES:
---
MAX
100.0
95%
94.4
Q3
90.1
MEDIAN
86.4
AVG
85.2
Q1
81.5
5%
71.7
MIN
2.5
RANGE
97.5
IQR
8.59
STD
7.31
VAR
53.4
KURT.
6.42
SKEW
-1.58
SUM
1.6M
33
rougher.output.tail_au
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,554
(>99%)
ZEROES:
---
MAX
9.69
95%
2.92
Q3
2.21
AVG
1.82
MEDIAN
1.81
Q1
1.41
5%
0.72
MIN
0.02
RANGE
9.67
IQR
0.800
STD
0.672
VAR
0.452
KURT.
3.44
SKEW
0.571
SUM
33,778
34
rougher.output.tail_ag
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,553
(>99%)
ZEROES:
---
MAX
12.7
95%
7.1
Q3
6.4
MEDIAN
5.8
AVG
5.6
Q1
4.9
5%
3.5
MIN
0.6
RANGE
12.1
IQR
1.51
STD
1.11
VAR
1.24
KURT.
-0.089
SKEW
-0.406
SUM
104k
35
rougher.output.tail_pb
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,559
(>99%)
ZEROES:
---
MAX
3.78
95%
1.07
Q3
0.78
AVG
0.65
MEDIAN
0.62
Q1
0.48
5%
0.31
MIN
0.01
RANGE
3.77
IQR
0.301
STD
0.248
VAR
0.061
KURT.
6.79
SKEW
1.35
SUM
12,020
36
rougher.output.tail_sol
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,448
(>99%)
ZEROES:
---
MAX
66.1
95%
23.5
Q3
20.1
MEDIAN
18.1
AVG
18.0
Q1
15.9
5%
12.5
MIN
10.0
RANGE
56.1
IQR
4.19
STD
3.41
VAR
11.7
KURT.
15.9
SKEW
1.33
SUM
335k
37
primary_cleaner.input.sulfate
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,566
(>99%)
ZEROES:
---
MAX
266
95%
221
Q3
176
AVG
146
MEDIAN
144
Q1
115
5%
76
MIN
0
RANGE
266
IQR
60.3
STD
43.7
VAR
1,907
KURT.
-0.305
SKEW
0.044
SUM
2.7M
38
primary_cleaner.input.depressant
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,548
(>99%)
ZEROES:
10
(<1%)
MAX
40.0
95%
15.0
Q3
11.0
AVG
8.8
MEDIAN
8.0
Q1
6.1
5%
4.0
MIN
0.0
RANGE
40.0
IQR
4.88
STD
3.27
VAR
10.7
KURT.
0.255
SKEW
0.572
SUM
164k
39
primary_cleaner.input.feed_size
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
4,840
(26%)
ZEROES:
---
MAX
15.5
95%
8.3
Q3
7.7
AVG
7.3
MEDIAN
7.3
Q1
6.9
5%
6.4
MIN
1.1
RANGE
14.4
IQR
0.730
STD
0.613
VAR
0.375
KURT.
6.73
SKEW
-0.142
SUM
136k
40
primary_cleaner.input.xanthate
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,486
(>99%)
ZEROES:
---
MAX
4.10
95%
2.00
Q3
1.21
AVG
1.02
MEDIAN
0.94
Q1
0.70
5%
0.38
MIN
0.00
RANGE
4.10
IQR
0.514
STD
0.511
VAR
0.261
KURT.
3.72
SKEW
1.40
SUM
19,021
41
primary_cleaner.state.floatbank8_a_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,568
(>99%)
ZEROES:
---
MAX
2,080
95%
1,768
Q3
1,698
MEDIAN
1,601
AVG
1,589
Q1
1,504
5%
1,349
MIN
0
RANGE
2,080
IQR
193
STD
128
VAR
16,323
KURT.
6.52
SKEW
-1.33
SUM
29.5M
42
primary_cleaner.state.floatbank8_a_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-57
95%
-400
Q3
-499
AVG
-491
MEDIAN
-500
Q1
-500
5%
-501
MIN
-783
RANGE
726
IQR
0.873
STD
31.9
VAR
1,019
KURT.
11.4
SKEW
2.90
SUM
-9.1M
43
primary_cleaner.state.floatbank8_b_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,568
(>99%)
ZEROES:
---
MAX
1,825
95%
1,753
Q3
1,699
MEDIAN
1,600
AVG
1,591
Q1
1,503
5%
1,348
MIN
0
RANGE
1,825
IQR
196
STD
131
VAR
17,087
KURT.
5.74
SKEW
-1.30
SUM
29.6M
44
primary_cleaner.state.floatbank8_b_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-143
95%
-400
Q3
-499
AVG
-492
MEDIAN
-500
Q1
-500
5%
-503
MIN
-800
RANGE
657
IQR
1.06
STD
33.0
VAR
1,089
KURT.
14.9
SKEW
1.33
SUM
-9.1M
45
primary_cleaner.state.floatbank8_c_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,571
(>99%)
ZEROES:
---
MAX
2,013
95%
1,754
Q3
1,699
MEDIAN
1,600
AVG
1,587
Q1
1,501
5%
1,348
MIN
0
RANGE
2,013
IQR
199
STD
135
VAR
18,218
KURT.
7.25
SKEW
-1.35
SUM
29.5M
46
primary_cleaner.state.floatbank8_c_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-151
95%
-400
Q3
-499
AVG
-492
MEDIAN
-500
Q1
-501
5%
-506
MIN
-800
RANGE
649
IQR
1.85
STD
31.8
VAR
1,013
KURT.
10.4
SKEW
2.16
SUM
-9.1M
47
primary_cleaner.state.floatbank8_d_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,570
(>99%)
ZEROES:
---
MAX
2,399
95%
1,750
Q3
1,698
MEDIAN
1,599
AVG
1,542
Q1
1,488
5%
1,125
MIN
0
RANGE
2,399
IQR
210
STD
248
VAR
61,535
KURT.
6.21
SKEW
-1.29
SUM
28.6M
48
primary_cleaner.state.floatbank8_d_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-31
95%
-400
Q3
-499
AVG
-488
MEDIAN
-500
Q1
-500
5%
-505
MIN
-800
RANGE
769
IQR
1.38
STD
43.1
VAR
1,858
KURT.
14.5
SKEW
1.89
SUM
-9.1M
49
primary_cleaner.output.concentrate_au
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,559
(>99%)
ZEROES:
---
MAX
45.9
95%
38.3
Q3
35.0
MEDIAN
32.9
AVG
32.5
Q1
30.6
5%
26.3
MIN
3.0
RANGE
42.9
IQR
4.48
STD
4.20
VAR
17.6
KURT.
6.54
SKEW
-1.57
SUM
604k
50
primary_cleaner.output.concentrate_ag
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,559
(>99%)
ZEROES:
---
MAX
16.1
95%
11.5
Q3
9.8
AVG
8.6
MEDIAN
8.6
Q1
7.3
5%
5.7
MIN
1.0
RANGE
15.1
IQR
2.49
STD
1.81
VAR
3.26
KURT.
0.272
SKEW
-0.144
SUM
159k
51
primary_cleaner.output.concentrate_pb
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,439
(>99%)
ZEROES:
---
MAX
17.1
95%
13.4
Q3
11.4
MEDIAN
10.2
AVG
10.0
Q1
8.8
5%
5.6
MIN
1.2
RANGE
15.8
IQR
2.62
STD
2.29
VAR
5.23
KURT.
0.750
SKEW
-0.581
SUM
185k
52
primary_cleaner.output.concentrate_sol
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,232
(98%)
ZEROES:
---
MAX
22.5
95%
16.6
Q3
13.4
AVG
10.6
MEDIAN
10.3
Q1
8.1
5%
4.5
MIN
0.2
RANGE
22.3
IQR
5.37
STD
3.70
VAR
13.7
KURT.
-0.401
SKEW
0.039
SUM
197k
53
primary_cleaner.output.tail_au
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,457
(>99%)
ZEROES:
102
(<1%)
MAX
17.3
95%
6.7
Q3
4.6
AVG
3.9
MEDIAN
3.6
Q1
2.9
5%
2.1
MIN
0.0
RANGE
17.3
IQR
1.64
STD
1.57
VAR
2.46
KURT.
7.49
SKEW
1.80
SUM
72,474
54
primary_cleaner.output.tail_ag
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,453
(>99%)
ZEROES:
102
(<1%)
MAX
29.5
95%
22.2
Q3
18.0
AVG
16.1
MEDIAN
15.8
Q1
14.0
5%
11.8
MIN
0.0
RANGE
29.5
IQR
3.96
STD
3.49
VAR
12.2
KURT.
3.04
SKEW
-0.093
SUM
300k
55
primary_cleaner.output.tail_pb
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,437
(>99%)
ZEROES:
102
(<1%)
MAX
9.63
95%
6.05
Q3
4.17
AVG
3.43
MEDIAN
3.26
Q1
2.50
5%
1.47
MIN
0.00
RANGE
9.63
IQR
1.67
STD
1.38
VAR
1.91
KURT.
0.901
SKEW
0.691
SUM
63,744
56
primary_cleaner.output.tail_sol
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,413
(>99%)
ZEROES:
102
(<1%)
MAX
22.3
95%
11.1
Q3
9.6
MEDIAN
8.2
AVG
8.0
Q1
6.8
5%
4.1
MIN
0.0
RANGE
22.3
IQR
2.78
STD
2.18
VAR
4.77
KURT.
1.06
SKEW
-0.634
SUM
149k
57
secondary_cleaner.state.floatbank2_a_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,358
(99%)
ZEROES:
---
MAX
52.7
95%
35.1
Q3
33.0
MEDIAN
29.1
AVG
28.7
Q1
25.1
5%
22.0
MIN
0.1
RANGE
52.6
IQR
7.93
STD
5.40
VAR
29.2
KURT.
5.66
SKEW
-1.50
SUM
533k
58
secondary_cleaner.state.floatbank2_a_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-128
95%
-429
Q3
-500
MEDIAN
-500
AVG
-502
Q1
-500
5%
-502
MIN
-800
RANGE
672
IQR
0.565
STD
53.4
VAR
2,848
KURT.
20.4
SKEW
-3.47
SUM
-9.3M
59
secondary_cleaner.state.floatbank2_b_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,430
(>99%)
ZEROES:
7
(<1%)
MAX
35.2
95%
30.1
Q3
28.0
MEDIAN
25.0
AVG
24.1
Q1
21.0
5%
14.9
MIN
0.0
RANGE
35.2
IQR
7.00
STD
5.70
VAR
32.5
KURT.
2.91
SKEW
-1.34
SUM
448k
60
secondary_cleaner.state.floatbank2_b_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-212
95%
-401
Q3
-500
MEDIAN
-500
AVG
-503
Q1
-500
5%
-502
MIN
-800
RANGE
588
IQR
0.466
STD
56.5
VAR
3,190
KURT.
16.5
SKEW
-3.04
SUM
-9.3M
61
secondary_cleaner.state.floatbank3_a_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,492
(>99%)
ZEROES:
---
MAX
44.3
95%
37.0
Q3
33.0
AVG
28.2
MEDIAN
28.0
Q1
24.9
5%
20.0
MIN
0.0
RANGE
44.3
IQR
8.06
STD
6.09
VAR
37.1
KURT.
1.98
SKEW
-0.580
SUM
524k
62
secondary_cleaner.state.floatbank3_a_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-192
95%
-400
Q3
-499
AVG
-486
MEDIAN
-500
Q1
-500
5%
-501
MIN
-800
RANGE
608
IQR
0.898
STD
54.5
VAR
2,974
KURT.
11.9
SKEW
-1.65
SUM
-9.0M
63
secondary_cleaner.state.floatbank3_b_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,459
(>99%)
ZEROES:
---
MAX
35.1
95%
31.0
Q3
26.0
AVG
22.3
MEDIAN
22.0
Q1
19.0
5%
14.0
MIN
0.0
RANGE
35.1
IQR
7.01
STD
5.55
VAR
30.9
KURT.
1.04
SKEW
-0.323
SUM
414k
64
secondary_cleaner.state.floatbank3_b_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-160
95%
-400
Q3
-500
AVG
-493
MEDIAN
-500
Q1
-500
5%
-501
MIN
-809
RANGE
650
IQR
0.311
STD
43.1
VAR
1,861
KURT.
18.2
SKEW
-1.37
SUM
-9.2M
65
secondary_cleaner.state.floatbank4_a_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,558
(>99%)
ZEROES:
---
MAX
30.1
95%
30.0
Q3
23.0
AVG
19.0
MEDIAN
18.0
Q1
15.0
5%
10.1
MIN
0.0
RANGE
30.1
IQR
8.04
STD
5.38
VAR
28.9
KURT.
-0.499
SKEW
0.175
SUM
352k
66
secondary_cleaner.state.floatbank4_a_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-245
95%
-399
Q3
-498
AVG
-486
MEDIAN
-500
Q1
-501
5%
-506
MIN
-800
RANGE
555
IQR
2.49
STD
47.8
VAR
2,286
KURT.
9.19
SKEW
-0.716
SUM
-9.0M
67
secondary_cleaner.state.floatbank4_b_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,549
(>99%)
ZEROES:
---
MAX
24.0
95%
23.0
Q3
19.0
AVG
15.0
MEDIAN
15.0
Q1
12.0
5%
7.9
MIN
0.0
RANGE
24.0
IQR
7.08
STD
4.87
VAR
23.7
KURT.
-0.653
SKEW
0.093
SUM
279k
68
secondary_cleaner.state.floatbank4_b_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,570
(>99%)
ZEROES:
---
MAX
-8
95%
-380
Q3
-400
AVG
-461
MEDIAN
-499
Q1
-500
5%
-504
MIN
-801
RANGE
793
IQR
100
STD
66.4
VAR
4,409
KURT.
6.47
SKEW
0.686
SUM
-8.6M
69
secondary_cleaner.state.floatbank5_a_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
43.7
95%
26.0
Q3
18.0
AVG
15.7
MEDIAN
15.0
Q1
11.0
5%
8.1
MIN
-0.4
RANGE
44.1
IQR
7.03
STD
5.49
VAR
30.1
KURT.
-0.344
SKEW
0.533
SUM
292k
70
secondary_cleaner.state.floatbank5_a_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-244
95%
-400
Q3
-498
AVG
-488
MEDIAN
-500
Q1
-500
5%
-503
MIN
-797
RANGE
553
IQR
2.10
STD
34.6
VAR
1,196
KURT.
6.83
SKEW
1.46
SUM
-9.1M
71
secondary_cleaner.state.floatbank5_b_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
27.9
95%
23.2
Q3
14.0
AVG
12.2
MEDIAN
11.0
Q1
9.0
5%
5.0
MIN
0.5
RANGE
27.4
IQR
5.04
STD
5.31
VAR
28.2
KURT.
-0.188
SKEW
0.737
SUM
227k
72
secondary_cleaner.state.floatbank5_b_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-138
95%
-400
Q3
-499
AVG
-487
MEDIAN
-500
Q1
-500
5%
-501
MIN
-800
RANGE
662
IQR
0.714
STD
38.1
VAR
1,450
KURT.
14.2
SKEW
1.63
SUM
-9.0M
73
secondary_cleaner.state.floatbank6_a_air
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,571
(>99%)
ZEROES:
---
MAX
32.2
95%
30.0
Q3
24.0
MEDIAN
20.0
AVG
19.0
Q1
15.0
5%
11.0
MIN
-0.1
RANGE
32.3
IQR
9.02
STD
5.51
VAR
30.4
KURT.
-0.749
SKEW
0.131
SUM
353k
74
secondary_cleaner.state.floatbank6_a_level
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,572
(100%)
ZEROES:
---
MAX
-104
95%
-497
Q3
-499
MEDIAN
-500
AVG
-505
Q1
-501
5%
-600
MIN
-810
RANGE
705
IQR
1.23
STD
37.4
VAR
1,399
KURT.
23.9
SKEW
-1.51
SUM
-9.4M
75
secondary_cleaner.output.tail_au
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
17,789
(96%)
ZEROES:
771
(4%)
MAX
26.8
95%
7.9
Q3
5.0
AVG
4.3
MEDIAN
4.1
Q1
3.2
5%
1.6
MIN
0.0
RANGE
26.8
IQR
1.86
STD
2.28
VAR
5.20
KURT.
16.4
SKEW
2.58
SUM
80,124
76
secondary_cleaner.output.tail_ag
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
17,788
(96%)
ZEROES:
771
(4%)
MAX
23.3
95%
19.3
Q3
17.3
MEDIAN
15.7
AVG
14.6
Q1
12.7
5%
7.1
MIN
0.0
RANGE
23.3
IQR
4.67
STD
4.19
VAR
17.6
KURT.
3.94
SKEW
-1.78
SUM
271k
77
secondary_cleaner.output.tail_pb
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
17,778
(96%)
ZEROES:
771
(4%)
MAX
17.0
95%
10.4
Q3
7.8
AVG
5.8
MEDIAN
5.3
Q1
3.9
5%
1.6
MIN
0.0
RANGE
17.0
IQR
3.92
STD
2.76
VAR
7.61
KURT.
0.042
SKEW
0.280
SUM
107k
78
secondary_cleaner.output.tail_sol
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
16,150
(87%)
ZEROES:
771
(4%)
MAX
18.0
95%
12.6
Q3
10.2
MEDIAN
7.7
AVG
7.3
Q1
4.4
5%
0.5
MIN
0.0
RANGE
18.0
IQR
5.82
STD
3.71
VAR
13.8
KURT.
-0.770
SKEW
-0.291
SUM
135k
79
final.output.concentrate_au
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,557
(>99%)
ZEROES:
---
MAX
51.5
95%
48.1
Q3
46.3
MEDIAN
45.0
AVG
44.3
Q1
43.4
5%
38.7
MIN
1.5
RANGE
50.0
IQR
2.82
STD
3.78
VAR
14.3
KURT.
22.7
SKEW
-3.73
SUM
823k
80
final.output.concentrate_ag
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,557
(>99%)
ZEROES:
---
MAX
16.0
95%
7.5
Q3
5.9
AVG
5.2
MEDIAN
5.1
Q1
4.3
5%
3.4
MIN
1.0
RANGE
15.0
IQR
1.63
STD
1.32
VAR
1.73
KURT.
2.94
SKEW
1.03
SUM
96,580
81
final.output.concentrate_pb
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,528
(>99%)
ZEROES:
---
MAX
17.0
95%
12.3
Q3
11.1
MEDIAN
10.1
AVG
10.1
Q1
9.2
5%
7.7
MIN
1.7
RANGE
15.4
IQR
1.89
STD
1.47
VAR
2.15
KURT.
1.58
SKEW
-0.555
SUM
187k
82
final.output.concentrate_sol
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,357
(99%)
ZEROES:
---
MAX
19.6
95%
14.8
Q3
11.0
AVG
9.6
MEDIAN
9.2
Q1
7.8
5%
6.1
MIN
0.4
RANGE
19.3
IQR
3.21
STD
2.70
VAR
7.31
KURT.
0.538
SKEW
0.439
SUM
178k
83
final.output.recovery
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,492
(>99%)
ZEROES:
---
MAX
100.0
95%
78.4
Q3
72.7
MEDIAN
68.2
AVG
67.5
Q1
63.5
5%
52.8
MIN
0.5
RANGE
99.5
IQR
9.17
STD
8.67
VAR
75.2
KURT.
5.30
SKEW
-1.00
SUM
1.3M
84
final.output.tail_au
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,490
(>99%)
ZEROES:
68
(<1%)
MAX
8.25
95%
4.55
Q3
3.56
AVG
3.05
MEDIAN
2.99
Q1
2.47
5%
1.74
MIN
0.00
RANGE
8.25
IQR
1.09
STD
0.901
VAR
0.813
KURT.
1.85
SKEW
0.496
SUM
56,655
85
final.output.tail_ag
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,490
(>99%)
ZEROES:
68
(<1%)
MAX
19.6
95%
13.4
Q3
11.1
MEDIAN
9.8
AVG
9.7
Q1
8.1
5%
6.4
MIN
0.0
RANGE
19.6
IQR
3.08
STD
2.29
VAR
5.23
KURT.
1.46
SKEW
-0.111
SUM
180k
86
final.output.tail_pb
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,432
(>99%)
ZEROES:
68
(<1%)
MAX
5.80
95%
4.25
Q3
3.32
MEDIAN
2.75
AVG
2.72
Q1
2.06
5%
1.21
MIN
0.00
RANGE
5.80
IQR
1.26
STD
0.931
VAR
0.867
KURT.
-0.041
SKEW
0.010
SUM
50,456
87
final.output.tail_sol
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,485
(>99%)
ZEROES:
68
(<1%)
MAX
22.3
95%
15.3
Q3
12.1
MEDIAN
10.6
AVG
10.6
Q1
8.9
5%
6.3
MIN
0.0
RANGE
22.3
IQR
3.16
STD
2.83
VAR
8.04
KURT.
1.71
SKEW
0.086
SUM
197k
88
rougher.input.feed_sum
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,559
(>99%)
ZEROES:
---
MAX
77.0
95%
68.0
Q3
62.0
MEDIAN
57.7
AVG
57.5
Q1
53.6
5%
46.0
MIN
10.9
RANGE
66.0
IQR
8.37
STD
6.93
VAR
48.0
KURT.
2.12
SKEW
-0.727
SUM
1.1M
89
rougher.output.concentrate_sum
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,560
(>99%)
ZEROES:
---
MAX
88.1
95%
79.8
Q3
74.5
MEDIAN
70.4
AVG
69.7
Q1
66.4
5%
56.8
MIN
11.2
RANGE
77.0
IQR
8.05
STD
7.51
VAR
56.4
KURT.
5.14
SKEW
-1.50
SUM
1.3M
90
primary_cleaner.output.concentrate_sum
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,559
(>99%)
ZEROES:
---
MAX
80.7
95%
70.3
Q3
65.7
MEDIAN
62.6
AVG
61.7
Q1
59.3
5%
51.3
MIN
7.1
RANGE
73.6
IQR
6.40
STD
6.93
VAR
48.0
KURT.
11.3
SKEW
-2.45
SUM
1.1M
91
final.output.concentrate_sum
VALUES:
18,572
(100%)
MISSING:
---
DISTINCT:
18,557
(>99%)
ZEROES:
---
MAX
80.2
95%
74.7
Q3
71.4
MEDIAN
69.6
AVG
69.2
Q1
68.0
5%
63.4
MIN
11.8
RANGE
68.4
IQR
3.39
STD
5.08
VAR
25.8
KURT.
33.3
SKEW
-4.58
SUM
1.3M
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
date
MISSING:
13,890
(75%)
1
<1%
-
-
2018-07-30 06:59:59
1
<1%
-
-
2018-02-04 04:59:59
1
<1%
-
-
2018-02-22 02:59:59
1
<1%
-
-
2018-03-03 01:59:59
1
<1%
-
-
2018-03-12 00:59:59
1
<1%
-
-
2018-03-20 23:59:59
1
<1%
-
-
2018-04-07 21:59:59
1
<1%
-
-
2018-04-16 20:59:59
1
<1%
-
-
2018-04-25 19:59:59
1
<1%
-
-
2018-05-04 18:59:59
1
<1%
-
-
2018-05-13 17:59:59
1
<1%
-
-
2018-05-22 16:59:59
1
<1%
-
-
2018-05-31 15:59:59
1
<1%
-
-
2018-06-09 14:59:59
1
<1%
-
-
2017-12-09 23:59:59
1
<1%
-
-
2018-07-30 03:59:59
1
<1%
-
-
2018-01-26 05:59:59
1
<1%
-
-
2018-01-17 06:59:59
1
<1%
-
-
2018-08-04 19:59:59
1
<1%
-
-
2018-05-07 05:59:59
1
<1%
-
-
2018-03-05 12:59:59
1
<1%
-
-
2018-03-14 11:59:59
1
<1%
-
-
2018-08-16 07:59:59
1
<1%
-
-
2018-03-23 10:59:59
1
<1%
-
-
2018-04-10 08:59:59
1
<1%
-
-
2018-04-19 07:59:59
1
<1%
-
-
2018-05-25 03:59:59
1
<1%
-
-
2017-12-30 08:59:59
1
<1%
-
-
2018-06-03 02:59:59
1
<1%
-
-
2018-06-12 01:59:59
1
<1%
-
-
2018-06-29 23:59:59
1
<1%
-
-
2018-07-08 22:59:59
1
<1%
-
-
2018-07-17 21:59:59
1
<1%
-
-
2018-07-26 20:59:59
1
<1%
-
-
2017-12-18 22:59:59
1
<1%
-
-
2017-12-27 21:59:59
1
<1%
-
-
2018-02-03 15:59:59
1
<1%
-
-
2018-01-14 19:59:59
1
<1%
-
-
2018-07-12 23:59:59
1
<1%
-
-
2018-01-03 09:59:59
1
<1%
-
-
2018-08-08 20:59:59
1
<1%
-
-
2018-08-17 19:59:59
1
<1%
-
-
2018-02-08 05:59:59
1
<1%
-
-
2018-02-17 04:59:59
1
<1%
-
-
2018-02-26 03:59:59
1
<1%
-
-
2018-03-07 02:59:59
1
<1%
-
-
2018-03-16 01:59:59
1
<1%
-
-
2018-03-25 00:59:59
1
<1%
-
-
2018-05-26 00:59:59
1
<1%
-
-
2018-06-03 23:59:59
1
<1%
-
-
2018-06-21 21:59:59
1
<1%
-
-
2018-06-30 20:59:59
1
<1%
-
-
2018-07-09 19:59:59
1
<1%
-
-
2018-07-04 00:59:59
1
<1%
-
-
2018-06-25 01:59:59
1
<1%
-
-
2018-06-16 02:59:59
1
<1%
-
-
2018-03-27 11:59:59
1
<1%
-
-
2018-01-23 18:59:59
1
<1%
-
-
2018-02-01 17:59:59
1
<1%
-
-
2018-02-10 16:59:59
4,622
99%
-
-
(Other)
rougher.input.feed_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_ag
0.85
rougher.input.feed_pb
0.66
rougher.input.feed_sum
0.66
final.output.tail_au
0.64
primary_cleaner.input.sulfate
0.62
final.output.tail_ag
0.60
final.output.concentrate_sol
0.49
primary_cleaner.output.concentrate_ag
0.49
primary_cleaner.output.concentrate_sol
0.49
final.output.tail_pb
0.48
rougher.output.tail_ag
0.47
rougher.output.concentrate_ag
0.47
rougher.output.concentrate_sum
0.43
primary_cleaner.output.tail_sol
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
7.495525360107423
6
<0.1%
7.413457870483397
5
<0.1%
6.401305675506593
3
<0.1%
11.629298210144045
2
<0.1%
9.90407657623291
2
<0.1%
8.749434205984876
1
<0.1%
11.698232659814146
1
<0.1%
9.637836903528743
1
<0.1%
10.454744863268989
1
<0.1%
6.045481202497334
1
<0.1%
9.804926217770092
1
<0.1%
8.7195479201083
1
<0.1%
11.403570478062324
1
<0.1%
7.972365593031246
1
<0.1%
9.64254215124646
1
<0.1%
SMALLEST VALUES
1.025235159676522
1
<0.1%
1.1306658191099348
1
<0.1%
1.4242714013324844
1
<0.1%
1.4575416362543017
1
<0.1%
1.5130617370208104
1
<0.1%
1.527903177274598
1
<0.1%
1.567181075162979
1
<0.1%
1.6920917045449215
1
<0.1%
1.7004741555569438
1
<0.1%
1.706346250573794
1
<0.1%
1.716034325195683
1
<0.1%
1.7719841901989033
1
<0.1%
1.774905508392387
1
<0.1%
1.7881666652361552
1
<0.1%
1.801434387964869
1
<0.1%
LARGEST VALUES
13.731329939295394
1
<0.1%
13.524339269262375
1
<0.1%
13.45829078914642
1
<0.1%
13.41715622782186
1
<0.1%
13.406821137633338
1
<0.1%
13.399144059049911
1
<0.1%
13.362909011851825
1
<0.1%
13.293306706468758
1
<0.1%
13.2419109919855
1
<0.1%
13.19593953110146
1
<0.1%
13.166035803424576
1
<0.1%
13.135040560800928
1
<0.1%
13.126042672939944
1
<0.1%
13.079581645111064
1
<0.1%
13.076835602634723
1
<0.1%
rougher.input.feed_ag
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_au
0.85
final.output.tail_ag
0.78
rougher.output.concentrate_ag
0.70
rougher.input.feed_sum
0.64
primary_cleaner.output.concentrate_ag
0.62
primary_cleaner.output.concentrate_sol
0.58
primary_cleaner.input.sulfate
0.52
final.output.tail_au
0.50
final.output.concentrate_sol
0.49
rougher.input.feed_pb
0.49
rougher.output.tail_ag
0.48
final.output.concentrate_ag
0.47
primary_cleaner.input.depressant
0.47
rougher.output.recovery
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
5.753713130950928
6
<0.1%
8.364123344421388
5
<0.1%
6.773406028747559
3
<0.1%
11.450708389282228
2
<0.1%
10.570294380187988
2
<0.1%
8.666632763346628
1
<0.1%
11.49108292550424
1
<0.1%
9.653371662319064
1
<0.1%
8.666672168478007
1
<0.1%
8.264373637786399
1
<0.1%
8.348952583545655
1
<0.1%
10.902106830065453
1
<0.1%
9.413141793793354
1
<0.1%
9.937263170013216
1
<0.1%
6.2600083619439735
1
<0.1%
SMALLEST VALUES
2.2156882574568586
1
<0.1%
2.2766824591977355
1
<0.1%
2.713825949747996
1
<0.1%
2.853549232887696
1
<0.1%
2.866966659768083
1
<0.1%
2.9261270984093244
1
<0.1%
2.930230639076279
1
<0.1%
3.0536764880821528
1
<0.1%
3.1509712294179435
1
<0.1%
3.160711634817829
1
<0.1%
3.2107947161463497
1
<0.1%
3.2968150622683403
1
<0.1%
3.324304378897359
1
<0.1%
3.344374827508678
1
<0.1%
3.4356753350173634
1
<0.1%
LARGEST VALUES
14.596025956842716
1
<0.1%
14.533697585555911
1
<0.1%
14.450686921722946
1
<0.1%
14.406130170844891
1
<0.1%
14.4052011667771
1
<0.1%
14.293675668977391
1
<0.1%
14.25544418091887
1
<0.1%
14.239991147862526
1
<0.1%
14.201605676954038
1
<0.1%
14.142641583814216
1
<0.1%
14.119492782450369
1
<0.1%
14.088550082637322
1
<0.1%
14.07338228049024
1
<0.1%
14.060042069712368
1
<0.1%
14.011162555761356
1
<0.1%
rougher.input.feed_pb
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.tail_pb
0.77
rougher.input.feed_au
0.66
rougher.calculation.au_pb_ratio
-0.60
rougher.output.concentrate_pb
0.59
rougher.input.feed_sum
0.52
primary_cleaner.output.tail_pb
0.51
primary_cleaner.input.sulfate
0.51
primary_cleaner.output.concentrate_pb
0.51
rougher.input.feed_ag
0.49
final.output.tail_au
0.44
rougher.output.tail_sol
-0.41
rougher.output.recovery
0.40
final.output.tail_ag
0.40
rougher.output.concentrate_sum
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
3.5348947581979964
67
0.4%
4.22607421875
6
<0.1%
3.659912109375
5
<0.1%
5.69482421875
5
<0.1%
4.35107421875
3
<0.1%
3.831787109375
2
<0.1%
4.41357421875
2
<0.1%
5.31982421875
2
<0.1%
4.28857421875
2
<0.1%
5.41357421875
2
<0.1%
2.9200477367639537
1
<0.1%
4.0956013692687785
1
<0.1%
3.464716987212499
1
<0.1%
6.310943124559191
1
<0.1%
2.671930640472306
1
<0.1%
SMALLEST VALUES
1.006167786773294
1
<0.1%
1.0111670069846634
1
<0.1%
1.0161970424320963
1
<0.1%
1.0191828356663852
1
<0.1%
1.0204665866178564
1
<0.1%
1.0210851554378555
1
<0.1%
1.027101345185656
1
<0.1%
1.0271843821850295
1
<0.1%
1.030745264906436
1
<0.1%
1.035948653154903
1
<0.1%
1.0381145560741425
1
<0.1%
1.04055796073284
1
<0.1%
1.047225303930334
1
<0.1%
1.0482174361900738
1
<0.1%
1.0556033425136573
1
<0.1%
LARGEST VALUES
7.142594103283352
1
<0.1%
7.05232490989897
1
<0.1%
6.9119473446740045
1
<0.1%
6.905684239202076
1
<0.1%
6.877719056871202
1
<0.1%
6.844690920379428
1
<0.1%
6.834732673893647
1
<0.1%
6.833610148164961
1
<0.1%
6.815400484535428
1
<0.1%
6.808436933755875
1
<0.1%
6.7641057172086505
1
<0.1%
6.748953769604366
1
<0.1%
6.738466039498648
1
<0.1%
6.727352470227827
1
<0.1%
6.723203307522668
1
<0.1%
rougher.input.feed_sol
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_sum
0.78
rougher.input.feed_rate
0.62
rougher.output.tail_sol
0.52
primary_cleaner.input.sulfate
0.41
rougher.input.floatbank10_xanthate
0.38
final.output.tail_sol
0.36
rougher.input.floatbank11_xanthate
0.36
primary_cleaner.output.concentrate_pb
0.35
rougher.output.recovery
0.35
rougher.input.floatbank11_sulfate
0.35
rougher.output.tail_ag
-0.33
rougher.state.floatbank10_a_level
0.33
rougher.state.floatbank10_d_air
-0.32
primary_cleaner.output.tail_sol
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
37.20264995204079
80
0.4%
38.05859375
7
<0.1%
42.80859375
6
<0.1%
40.05859375
6
<0.1%
40.80859375
3
<0.1%
35.55859375
3
<0.1%
41.05859375
3
<0.1%
35.30859375
3
<0.1%
37.05859375
3
<0.1%
36.80859375
3
<0.1%
33.80859375
2
<0.1%
37.80859375
2
<0.1%
38.55859375
2
<0.1%
39.80859375
2
<0.1%
34.55859375
2
<0.1%
SMALLEST VALUES
0.4638665998335708
1
<0.1%
1.7162845884646392
1
<0.1%
3.1359269361940263
1
<0.1%
5.495733877775363
1
<0.1%
7.150295606810187
1
<0.1%
7.484795787235101
1
<0.1%
7.99168253980577
1
<0.1%
8.085344296377281
1
<0.1%
8.287633991150392
1
<0.1%
8.511658630630341
1
<0.1%
8.878094301149376
1
<0.1%
9.126352832140403
1
<0.1%
9.445528463443948
1
<0.1%
9.595579036168962
1
<0.1%
10.107038183061846
1
<0.1%
LARGEST VALUES
53.47774205101861
1
<0.1%
53.4753246890174
1
<0.1%
53.38352142047852
1
<0.1%
53.38055177582635
1
<0.1%
53.35140413178338
1
<0.1%
53.323309285905616
1
<0.1%
53.28485416412354
1
<0.1%
53.22595198207432
1
<0.1%
53.21148677190146
1
<0.1%
53.204898540708754
1
<0.1%
53.1768439992269
1
<0.1%
53.169757847256136
1
<0.1%
52.99597458203634
1
<0.1%
52.96876850763957
1
<0.1%
52.95346388922797
1
<0.1%
rougher.input.feed_rate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_sol
0.62
rougher.input.floatbank10_xanthate
0.59
rougher.input.floatbank11_xanthate
0.52
final.output.tail_sol
0.47
rougher.output.tail_sol
0.44
rougher.input.floatbank11_sulfate
0.40
rougher.output.tail_ag
-0.37
secondary_cleaner.state.floatbank6_a_air
-0.35
primary_cleaner.input.sulfate
0.34
primary_cleaner.input.xanthate
0.34
rougher.input.feed_sum
0.33
rougher.state.floatbank10_e_level
-0.33
secondary_cleaner.output.tail_pb
0.32
rougher.state.floatbank10_c_level
-0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
499.41612008748785
11
<0.1%
580.1403690747803
1
<0.1%
483.9342219253615
1
<0.1%
345.88584157330865
1
<0.1%
502.43062068102313
1
<0.1%
351.5017712486925
1
<0.1%
470.0172299341456
1
<0.1%
510.5840220316786
1
<0.1%
530.7114114006869
1
<0.1%
502.6250282767656
1
<0.1%
498.74785137968667
1
<0.1%
193.99468126955816
1
<0.1%
331.7374238161226
1
<0.1%
405.2322623430904
1
<0.1%
543.3089352118354
1
<0.1%
SMALLEST VALUES
0.0127856991420211
1
<0.1%
0.0228024679912529
1
<0.1%
0.0237877330135796
1
<0.1%
0.0295449872899417
1
<0.1%
0.0891494143366082
1
<0.1%
0.0899990802646261
1
<0.1%
0.1046604333271865
1
<0.1%
0.1106790576467204
1
<0.1%
0.1179052824001442
1
<0.1%
0.1285198074909273
1
<0.1%
0.1360590045767109
1
<0.1%
0.1474002010818348
1
<0.1%
0.1486893425843427
1
<0.1%
0.1524482049364724
1
<0.1%
0.1607411269044922
1
<0.1%
LARGEST VALUES
717.5088371176428
1
<0.1%
707.3640197925482
1
<0.1%
705.2282820467392
1
<0.1%
704.5288465572594
1
<0.1%
702.5233962262563
1
<0.1%
699.1842353342171
1
<0.1%
698.3012278828381
1
<0.1%
698.1562978868933
1
<0.1%
697.9140835269033
1
<0.1%
696.8695144130321
1
<0.1%
695.9265442200502
1
<0.1%
689.6000902752135
1
<0.1%
685.7284364595951
1
<0.1%
684.8776983546243
1
<0.1%
684.6202405753182
1
<0.1%
rougher.input.feed_size
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.tail_ag
-0.28
secondary_cleaner.output.tail_sol
-0.26
rougher.state.floatbank10_a_level
0.25
final.output.concentrate_sol
-0.22
rougher.output.concentrate_au
-0.22
secondary_cleaner.state.floatbank4_a_air
0.20
final.output.tail_au
-0.19
rougher.output.tail_sol
0.19
rougher.input.feed_sol
0.19
rougher.output.tail_au
-0.19
secondary_cleaner.output.tail_pb
0.18
secondary_cleaner.state.floatbank6_a_air
-0.18
rougher.input.floatbank11_sulfate
-0.16
primary_cleaner.output.tail_ag
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
54.61019690256944
138
0.7%
72.91988372802734
6
<0.1%
51.8118896484375
4
<0.1%
41.96669862590056
1
<0.1%
50.23790697795842
1
<0.1%
50.24925257141453
1
<0.1%
53.60503978043846
1
<0.1%
80.42232207713688
1
<0.1%
51.19868233874268
1
<0.1%
46.69354491661529
1
<0.1%
79.81299363570949
1
<0.1%
54.46520306456412
1
<0.1%
93.4617459441003
1
<0.1%
47.64937434134911
1
<0.1%
59.421125216259526
1
<0.1%
SMALLEST VALUES
0.0463687988171973
1
<0.1%
0.0491936691319293
1
<0.1%
0.0520185394466613
1
<0.1%
0.0548434097613932
1
<0.1%
9.659576314610517
1
<0.1%
12.19155384749176
1
<0.1%
14.24924554892008
1
<0.1%
14.3892235688307
1
<0.1%
14.885601668320785
1
<0.1%
18.673224007485928
1
<0.1%
19.348608780715413
1
<0.1%
20.06027751422585
1
<0.1%
20.511488613643824
1
<0.1%
20.59962074935191
1
<0.1%
21.34567018984211
1
<0.1%
LARGEST VALUES
484.9674664939735
1
<0.1%
449.8254020774463
1
<0.1%
416.3463659159143
1
<0.1%
404.8515429447037
1
<0.1%
392.49404018878937
1
<0.1%
386.1357169023442
1
<0.1%
368.88253382265486
1
<0.1%
368.0358824536935
1
<0.1%
363.989698920812
1
<0.1%
355.05956749006515
1
<0.1%
343.30747408092435
1
<0.1%
339.303396831476
1
<0.1%
339.28536500844217
1
<0.1%
339.28386146114707
1
<0.1%
339.2725888432288
1
<0.1%
rougher.input.floatbank10_sulfate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.floatbank11_sulfate
0.83
primary_cleaner.input.sulfate
0.51
rougher.input.feed_sum
0.36
final.output.tail_pb
0.36
secondary_cleaner.state.floatbank4_b_level
0.35
primary_cleaner.output.tail_sol
0.31
rougher.input.feed_sol
0.30
rougher.input.feed_au
0.29
rougher.output.concentrate_sol
0.28
primary_cleaner.output.concentrate_pb
0.27
primary_cleaner.input.xanthate
0.25
rougher.input.feed_pb
0.25
rougher.input.feed_rate
0.24
final.output.tail_sol
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
12.001174352077769
23
0.1%
18.000719069074773
1
<0.1%
10.997414549432325
1
<0.1%
11.024618252957024
1
<0.1%
7.723478676533626
1
<0.1%
10.004340388842024
1
<0.1%
17.62055331778455
1
<0.1%
14.001133378620697
1
<0.1%
12.590741756953184
1
<0.1%
13.990893499354426
1
<0.1%
10.851998412455204
1
<0.1%
18.50583993069163
1
<0.1%
17.01030357409274
1
<0.1%
16.981850034716555
1
<0.1%
19.830508690378085
1
<0.1%
SMALLEST VALUES
0.0011640399742066
1
<0.1%
0.0088806330269364
1
<0.1%
0.0090806365481258
1
<0.1%
0.0153695940504271
1
<0.1%
0.0189069502807643
1
<0.1%
0.0220888909284847
1
<0.1%
0.0284087894358925
1
<0.1%
0.0310207457538863
1
<0.1%
0.0320203540048482
1
<0.1%
0.0372968463780294
1
<0.1%
0.0820552048838375
1
<0.1%
0.1158809203447084
1
<0.1%
0.1398629343286129
1
<0.1%
0.2516337735126876
1
<0.1%
0.2606983145774863
1
<0.1%
LARGEST VALUES
36.11827473927608
1
<0.1%
31.39304469323056
1
<0.1%
30.830566943527288
1
<0.1%
30.63180320611053
1
<0.1%
30.27236186294037
1
<0.1%
30.01697770252469
1
<0.1%
30.0107587271646
1
<0.1%
30.00452293575869
1
<0.1%
30.00376410301748
1
<0.1%
30.00368459693217
1
<0.1%
30.00330877982287
1
<0.1%
30.002280490684253
1
<0.1%
30.00208708218101
1
<0.1%
30.00173843577013
1
<0.1%
30.00132752232949
1
<0.1%
rougher.input.floatbank10_xanthate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.floatbank11_xanthate
0.90
rougher.input.feed_rate
0.59
primary_cleaner.input.sulfate
0.47
primary_cleaner.input.xanthate
0.42
rougher.input.feed_sum
0.40
primary_cleaner.output.concentrate_sol
0.38
rougher.input.feed_sol
0.38
primary_cleaner.output.concentrate_ag
0.37
primary_cleaner.input.depressant
0.35
final.output.recovery
0.35
rougher.output.recovery
0.33
rougher.state.floatbank10_c_level
-0.31
secondary_cleaner.state.floatbank6_a_air
-0.31
final.output.tail_sol
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
6.0082725956545655
3
<0.1%
6.099337776639932
1
<0.1%
5.600011533343482
1
<0.1%
4.575921817976654
1
<0.1%
6.796252294558345
1
<0.1%
4.297726317064103
1
<0.1%
5.798383254490619
1
<0.1%
6.495268058326366
1
<0.1%
5.099652503110124
1
<0.1%
4.799019189391512
1
<0.1%
6.990820724121883
1
<0.1%
5.3999622107721095
1
<0.1%
6.000915539978914
1
<0.1%
6.499717021848046
1
<0.1%
5.99813390527026
1
<0.1%
SMALLEST VALUES
0.0005682328020511
1
<0.1%
0.0014276846764186
1
<0.1%
0.0021499656793274
1
<0.1%
0.0025977557508722
1
<0.1%
0.0026754896982759
1
<0.1%
0.002882070663799
1
<0.1%
0.0030990433920171
1
<0.1%
0.0035687580521826
1
<0.1%
0.003749380259171
1
<0.1%
0.003873110006845
1
<0.1%
0.0039095190688404
1
<0.1%
0.0042367134270415
1
<0.1%
0.0042629186798637
1
<0.1%
0.0042634229581887
1
<0.1%
0.0042716606214338
1
<0.1%
LARGEST VALUES
9.703448040845032
1
<0.1%
9.6746214051951
1
<0.1%
9.655246545383656
1
<0.1%
9.491714771467024
1
<0.1%
9.396928429900472
1
<0.1%
9.385890264896284
1
<0.1%
9.341511301470492
1
<0.1%
9.308612125741996
1
<0.1%
9.304952080361693
1
<0.1%
9.299606068264689
1
<0.1%
9.297709489474396
1
<0.1%
9.267753820334626
1
<0.1%
9.158608582170316
1
<0.1%
9.122333168469224
1
<0.1%
9.0939366858451
1
<0.1%
rougher.state.floatbank10_a_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank4_a_air
0.55
rougher.state.floatbank10_a_level
0.54
secondary_cleaner.state.floatbank4_b_air
0.52
secondary_cleaner.state.floatbank5_a_air
0.44
secondary_cleaner.state.floatbank3_a_air
0.43
secondary_cleaner.state.floatbank5_b_air
0.43
primary_cleaner.state.floatbank8_b_air
0.40
primary_cleaner.state.floatbank8_a_air
0.38
primary_cleaner.state.floatbank8_c_air
0.38
rougher.state.floatbank10_d_air
-0.37
rougher.output.recovery
0.37
primary_cleaner.output.tail_pb
0.36
primary_cleaner.output.tail_ag
0.35
rougher.state.floatbank10_c_air
-0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
997.5526248563292
1
<0.1%
1300.0254715405256
1
<0.1%
995.7227727715724
1
<0.1%
999.8988980564842
1
<0.1%
999.0740969903502
1
<0.1%
999.4475671056416
1
<0.1%
1399.972228146078
1
<0.1%
1001.9466646194156
1
<0.1%
1396.6667471730048
1
<0.1%
1098.9142255936438
1
<0.1%
1000.3167904129068
1
<0.1%
1002.0803464615068
1
<0.1%
1406.734722033475
1
<0.1%
1000.5484635638052
1
<0.1%
1000.068853552395
1
<0.1%
SMALLEST VALUES
-0.0420692901306623
1
<0.1%
-0.0410779188834095
1
<0.1%
-0.0201630964875221
1
<0.1%
266.27364148181675
1
<0.1%
299.1028365774714
1
<0.1%
300.1273402723233
1
<0.1%
300.7924936620301
1
<0.1%
320.55879684038064
1
<0.1%
401.0514125712104
1
<0.1%
413.36415376927664
1
<0.1%
417.5629949069536
1
<0.1%
495.1406436087754
1
<0.1%
499.76763032895735
1
<0.1%
499.942897692068
1
<0.1%
499.9614407453808
1
<0.1%
LARGEST VALUES
1521.980372240213
1
<0.1%
1512.2995307024198
1
<0.1%
1508.4633854181852
1
<0.1%
1508.2934790582824
1
<0.1%
1507.9162468143077
1
<0.1%
1507.110787117104
1
<0.1%
1506.885495806953
1
<0.1%
1506.7518180416614
1
<0.1%
1506.5541734791614
1
<0.1%
1506.540017970768
1
<0.1%
1506.4129569152044
1
<0.1%
1506.1008063201916
1
<0.1%
1505.6615317792014
1
<0.1%
1505.371493742501
1
<0.1%
1505.2168095888735
1
<0.1%
rougher.state.floatbank10_a_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.output.tail_sol
-0.58
rougher.state.floatbank10_a_air
0.54
secondary_cleaner.state.floatbank4_a_air
0.54
secondary_cleaner.output.tail_pb
0.48
rougher.state.floatbank10_d_air
-0.46
secondary_cleaner.state.floatbank4_b_air
0.45
rougher.calculation.au_pb_ratio
-0.41
secondary_cleaner.state.floatbank5_b_air
0.41
rougher.state.floatbank10_c_air
-0.40
rougher.output.tail_ag
-0.40
secondary_cleaner.state.floatbank5_a_air
0.40
rougher.output.tail_au
-0.38
rougher.state.floatbank10_b_air
-0.37
primary_cleaner.output.concentrate_pb
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-499.7144446095344
1
<0.1%
-300.2466339343186
1
<0.1%
-499.7160738985984
1
<0.1%
-499.9952618683567
1
<0.1%
-499.8239993478543
1
<0.1%
-299.8866919328354
1
<0.1%
-300.0650761972693
1
<0.1%
-299.6020621669437
1
<0.1%
-300.03011520630434
1
<0.1%
-500.1749278157823
1
<0.1%
-299.90813315714286
1
<0.1%
-399.698757283384
1
<0.1%
-299.93128237062933
1
<0.1%
-599.9716438348593
1
<0.1%
-300.1424973356497
1
<0.1%
SMALLEST VALUES
-657.9497594243531
1
<0.1%
-657.8192530243953
1
<0.1%
-657.743116128451
1
<0.1%
-657.2805125441754
1
<0.1%
-657.2715870753735
1
<0.1%
-657.2091841198235
1
<0.1%
-657.2077102758084
1
<0.1%
-657.1538534350695
1
<0.1%
-656.919854840487
1
<0.1%
-656.5573044143365
1
<0.1%
-656.261803566985
1
<0.1%
-656.2053845642904
1
<0.1%
-656.1876708238283
1
<0.1%
-656.0328389601517
1
<0.1%
-656.0112902192602
1
<0.1%
LARGEST VALUES
-273.776101238253
1
<0.1%
-278.32057581658364
1
<0.1%
-281.0392985430529
1
<0.1%
-281.04196651673425
1
<0.1%
-281.0446344904156
1
<0.1%
-282.8650503949144
1
<0.1%
-286.87032649513304
1
<0.1%
-287.4095249732452
1
<0.1%
-291.95399955157575
1
<0.1%
-293.9201289037184
1
<0.1%
-294.02966051507326
1
<0.1%
-294.4272431843092
1
<0.1%
-295.5459770993279
1
<0.1%
-295.6898277719749
1
<0.1%
-295.7516989724915
1
<0.1%
rougher.state.floatbank10_b_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_c_air
0.94
rougher.state.floatbank10_d_air
0.93
rougher.state.floatbank10_e_air
0.81
rougher.state.floatbank10_f_air
0.80
primary_cleaner.output.tail_pb
-0.56
secondary_cleaner.output.tail_pb
-0.49
primary_cleaner.output.tail_ag
-0.49
rougher.state.floatbank10_c_level
0.48
rougher.state.floatbank10_b_level
0.47
rougher.state.floatbank10_f_level
0.47
rougher.state.floatbank10_e_level
0.47
rougher.state.floatbank10_d_level
0.46
secondary_cleaner.output.tail_ag
-0.44
secondary_cleaner.state.floatbank6_a_air
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1503.9330293052508
1
<0.1%
1397.4764466700449
1
<0.1%
1199.1549779040574
1
<0.1%
1300.6376671280009
1
<0.1%
1500.0224587133664
1
<0.1%
1402.8306711337964
1
<0.1%
1400.67080526492
1
<0.1%
1350.8361683788337
1
<0.1%
999.9382906239208
1
<0.1%
1200.2750363182995
1
<0.1%
1304.7361213252398
1
<0.1%
1499.4489369202863
1
<0.1%
1199.9344293442523
1
<0.1%
1493.1792948748923
1
<0.1%
1500.3314936341133
1
<0.1%
SMALLEST VALUES
-0.721806395101524
1
<0.1%
-0.6619200706481934
1
<0.1%
-0.6533838308011395
1
<0.1%
270.69646319256464
1
<0.1%
379.0231388099055
1
<0.1%
663.8460357693243
1
<0.1%
767.6565865163559
1
<0.1%
811.5043158568378
1
<0.1%
849.7380571121901
1
<0.1%
849.8092210731053
1
<0.1%
849.84875276321
1
<0.1%
850.1491601088715
1
<0.1%
850.1792254441829
1
<0.1%
850.2090514261247
1
<0.1%
850.2142029625899
1
<0.1%
LARGEST VALUES
1809.1940080011784
1
<0.1%
1807.2130414549945
1
<0.1%
1805.9807733664445
1
<0.1%
1804.4611137232
1
<0.1%
1804.291146222184
1
<0.1%
1802.5285641136047
1
<0.1%
1802.3073904360965
1
<0.1%
1802.020683082636
1
<0.1%
1800.744072856755
1
<0.1%
1800.6230662029666
1
<0.1%
1800.5386608566669
1
<0.1%
1800.4195142331344
1
<0.1%
1800.2559540197642
1
<0.1%
1800.1473780490371
1
<0.1%
1800.0379954411076
1
<0.1%
rougher.state.floatbank10_b_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_c_level
0.99
rougher.state.floatbank10_d_level
0.97
rougher.state.floatbank10_e_level
0.95
rougher.state.floatbank10_f_level
0.94
rougher.state.floatbank10_c_air
0.49
primary_cleaner.output.tail_pb
-0.47
rougher.state.floatbank10_b_air
0.47
secondary_cleaner.state.floatbank6_a_air
0.46
secondary_cleaner.output.tail_ag
-0.43
secondary_cleaner.output.tail_pb
-0.43
secondary_cleaner.state.floatbank5_a_level
0.42
secondary_cleaner.state.floatbank4_a_level
0.42
rougher.state.floatbank10_d_air
0.42
primary_cleaner.output.tail_ag
-0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-400.1177248909578
1
<0.1%
-399.7337246660397
1
<0.1%
-499.66986917484536
1
<0.1%
-498.84522577611153
1
<0.1%
-500.272422154216
1
<0.1%
-500.2289149097835
1
<0.1%
-400.2535619841656
1
<0.1%
-400.84651356592383
1
<0.1%
-400.1443771421999
1
<0.1%
-499.9414575729931
1
<0.1%
-398.9135154020102
1
<0.1%
-500.24765134050006
1
<0.1%
-499.8014248428729
1
<0.1%
-500.00665305994494
1
<0.1%
-498.8212433181859
1
<0.1%
SMALLEST VALUES
-650.0653686523438
1
<0.1%
-650.033491831421
1
<0.1%
-649.9974958119744
1
<0.1%
-649.9484167081549
1
<0.1%
-649.8993376043355
1
<0.1%
-640.8354682051282
1
<0.1%
-637.68167752847
1
<0.1%
-558.9675604966895
1
<0.1%
-557.5412511798423
1
<0.1%
-556.487014952002
1
<0.1%
-552.2292640464508
1
<0.1%
-551.8254269606422
1
<0.1%
-551.6927136060734
1
<0.1%
-551.5901513966745
1
<0.1%
-551.3699435803943
1
<0.1%
LARGEST VALUES
-296.3830799637267
1
<0.1%
-298.03662207713217
1
<0.1%
-298.0785760657843
1
<0.1%
-298.20005060370096
1
<0.1%
-298.2275374015084
1
<0.1%
-298.2574948603885
1
<0.1%
-298.3649203143168
1
<0.1%
-298.45134682654293
1
<0.1%
-298.4886880895864
1
<0.1%
-298.5192161681295
1
<0.1%
-298.65822415869417
1
<0.1%
-298.6664528014548
1
<0.1%
-298.6824581336948
1
<0.1%
-298.7944410472756
1
<0.1%
-298.82319169010805
1
<0.1%
rougher.state.floatbank10_c_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_b_air
0.94
rougher.state.floatbank10_d_air
0.92
rougher.state.floatbank10_e_air
0.77
rougher.state.floatbank10_f_air
0.75
primary_cleaner.output.tail_pb
-0.59
primary_cleaner.output.tail_ag
-0.53
secondary_cleaner.output.tail_pb
-0.51
rougher.state.floatbank10_c_level
0.50
rougher.state.floatbank10_b_level
0.49
rougher.state.floatbank10_f_level
0.49
rougher.state.floatbank10_e_level
0.49
rougher.state.floatbank10_d_level
0.49
secondary_cleaner.state.floatbank6_a_air
0.47
secondary_cleaner.output.tail_ag
-0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1500.820892283606
1
<0.1%
1599.7593572305868
1
<0.1%
1154.6319520506866
1
<0.1%
950.8232539093856
1
<0.1%
1399.7082938694273
1
<0.1%
1302.7544493827302
1
<0.1%
1401.3110157563644
1
<0.1%
1500.2694818644145
1
<0.1%
1099.194939381404
1
<0.1%
1567.538435000833
1
<0.1%
1099.8226237700549
1
<0.1%
1500.2344666434162
1
<0.1%
1300.0086232756084
1
<0.1%
1267.295017359534
1
<0.1%
1294.962689233855
1
<0.1%
SMALLEST VALUES
-0.0566355064511299
1
<0.1%
-0.0351123302814346
1
<0.1%
2.4262037101303493
1
<0.1%
265.31535735422074
1
<0.1%
415.0174143859904
1
<0.1%
831.537936329378
1
<0.1%
834.843348935353
1
<0.1%
841.7281866894206
1
<0.1%
849.4351068728425
1
<0.1%
849.5679061544818
1
<0.1%
849.698910649102
1
<0.1%
849.8231980450585
1
<0.1%
849.8948628619714
1
<0.1%
849.9726041442387
1
<0.1%
849.9834645551724
1
<0.1%
LARGEST VALUES
2499.1291741005434
1
<0.1%
2499.128043379983
1
<0.1%
2499.1269126594216
1
<0.1%
2499.125781938861
1
<0.1%
2499.124651218301
1
<0.1%
2499.12352049774
1
<0.1%
2499.122389777179
1
<0.1%
2499.122164708393
1
<0.1%
2499.102116313062
1
<0.1%
2499.081896333612
1
<0.1%
2499.061676354161
1
<0.1%
2499.041456374711
1
<0.1%
2498.8732421824925
1
<0.1%
2498.756680386042
1
<0.1%
2498.6858285573708
1
<0.1%
rougher.state.floatbank10_c_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_b_level
0.99
rougher.state.floatbank10_d_level
0.98
rougher.state.floatbank10_e_level
0.96
rougher.state.floatbank10_f_level
0.95
rougher.state.floatbank10_c_air
0.50
rougher.state.floatbank10_b_air
0.48
primary_cleaner.output.tail_pb
-0.47
secondary_cleaner.state.floatbank6_a_air
0.46
secondary_cleaner.state.floatbank5_a_level
0.43
secondary_cleaner.state.floatbank4_a_level
0.43
secondary_cleaner.output.tail_pb
-0.43
secondary_cleaner.output.tail_ag
-0.42
rougher.state.floatbank10_d_air
0.42
primary_cleaner.output.tail_ag
-0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-399.5430047801751
1
<0.1%
-399.616736488028
1
<0.1%
-499.9934303257812
1
<0.1%
-397.5190548036222
1
<0.1%
-400.1845743379818
1
<0.1%
-500.29751617428826
1
<0.1%
-499.3795647232053
1
<0.1%
-399.34164485945007
1
<0.1%
-500.6256403302363
1
<0.1%
-403.4460857153864
1
<0.1%
-501.2365965869597
1
<0.1%
-500.48370367416936
1
<0.1%
-498.7907982744357
1
<0.1%
-499.1996469623946
1
<0.1%
-450.6659982266685
1
<0.1%
SMALLEST VALUES
-647.5444393129106
1
<0.1%
-647.2315575269588
1
<0.1%
-640.3184734194853
1
<0.1%
-610.3575192570888
1
<0.1%
-574.7776433487683
1
<0.1%
-566.3550256213413
1
<0.1%
-558.466993795233
1
<0.1%
-553.3108927852056
1
<0.1%
-553.2139220398777
1
<0.1%
-553.1838393306307
1
<0.1%
-552.7373602860539
1
<0.1%
-552.6570323647726
1
<0.1%
-552.6516148990278
1
<0.1%
-552.3721626563673
1
<0.1%
-552.270791607774
1
<0.1%
LARGEST VALUES
-292.15550876811045
1
<0.1%
-293.2739880000172
1
<0.1%
-295.1033903574525
1
<0.1%
-296.38391870526385
1
<0.1%
-297.28307258456834
1
<0.1%
-297.41323152708605
1
<0.1%
-298.03685230328693
1
<0.1%
-298.0803870575803
1
<0.1%
-298.23760085408315
1
<0.1%
-298.29755090973185
1
<0.1%
-298.3270683194572
1
<0.1%
-298.46121306278025
1
<0.1%
-298.4737329576858
1
<0.1%
-298.52270731083377
1
<0.1%
-298.536934385363
1
<0.1%
rougher.state.floatbank10_d_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_b_air
0.93
rougher.state.floatbank10_c_air
0.92
rougher.state.floatbank10_e_air
0.84
rougher.state.floatbank10_f_air
0.83
primary_cleaner.output.tail_pb
-0.59
primary_cleaner.output.tail_ag
-0.52
secondary_cleaner.output.tail_pb
-0.51
rougher.state.floatbank10_a_level
-0.46
secondary_cleaner.output.tail_ag
-0.44
secondary_cleaner.state.floatbank6_a_air
0.44
rougher.state.floatbank10_b_level
0.42
rougher.state.floatbank10_c_level
0.42
rougher.state.floatbank10_e_level
0.41
rougher.state.floatbank10_f_level
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1510.2598472357329
1
<0.1%
1397.817726526392
1
<0.1%
1396.269151610688
1
<0.1%
1600.7086227584002
1
<0.1%
903.8817690434668
1
<0.1%
1099.086538649502
1
<0.1%
1043.1820830647566
1
<0.1%
1356.3450660749174
1
<0.1%
1048.9399701192183
1
<0.1%
943.2362262276788
1
<0.1%
1048.4917080094883
1
<0.1%
1298.8772633086228
1
<0.1%
1195.0790469736776
1
<0.1%
1249.912224628747
1
<0.1%
800.2573183631233
1
<0.1%
SMALLEST VALUES
-0.9922190308570862
1
<0.1%
-0.9274012782536364
1
<0.1%
-0.1247655456150065
1
<0.1%
304.0936640131896
1
<0.1%
315.7919493675077
1
<0.1%
601.5893337365976
1
<0.1%
636.2058690265344
1
<0.1%
706.2819180785502
1
<0.1%
752.4672595055737
1
<0.1%
760.1630290389093
1
<0.1%
763.8454909878277
1
<0.1%
769.0316318754942
1
<0.1%
769.6733627170347
1
<0.1%
771.4802844237372
1
<0.1%
771.8842089005229
1
<0.1%
LARGEST VALUES
1817.199290476136
1
<0.1%
1811.5383696227696
1
<0.1%
1810.348894162369
1
<0.1%
1804.3822272439647
1
<0.1%
1803.62276662228
1
<0.1%
1801.760177528995
1
<0.1%
1801.7129574057824
1
<0.1%
1801.1972724732236
1
<0.1%
1801.1240999942795
1
<0.1%
1799.0458598262717
1
<0.1%
1795.2298884430404
1
<0.1%
1794.9399817086337
1
<0.1%
1791.5556069353704
1
<0.1%
1787.1429951687774
1
<0.1%
1784.2321637773084
1
<0.1%
rougher.state.floatbank10_d_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_c_level
0.98
rougher.state.floatbank10_b_level
0.97
rougher.state.floatbank10_e_level
0.95
rougher.state.floatbank10_f_level
0.95
rougher.state.floatbank10_c_air
0.49
rougher.state.floatbank10_b_air
0.46
primary_cleaner.output.tail_pb
-0.46
secondary_cleaner.state.floatbank6_a_air
0.45
secondary_cleaner.state.floatbank5_a_level
0.42
secondary_cleaner.state.floatbank4_a_level
0.42
secondary_cleaner.output.tail_pb
-0.42
secondary_cleaner.output.tail_ag
-0.42
rougher.state.floatbank10_d_air
0.41
primary_cleaner.output.tail_ag
-0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-497.7595650041311
1
<0.1%
-499.4792356097934
1
<0.1%
-501.3845642044403
1
<0.1%
-498.6676986962699
1
<0.1%
-501.1555909980604
1
<0.1%
-450.671266946056
1
<0.1%
-501.61531062104007
1
<0.1%
-499.2660175107364
1
<0.1%
-499.28862151331725
1
<0.1%
-499.95609174044336
1
<0.1%
-499.8040500684255
1
<0.1%
-400.4781836690402
1
<0.1%
-499.7460625572492
1
<0.1%
-501.80947755753766
1
<0.1%
-499.72335620767655
1
<0.1%
SMALLEST VALUES
-648.3906653215574
1
<0.1%
-648.1184460912666
1
<0.1%
-646.7876942039728
1
<0.1%
-644.2246766555331
1
<0.1%
-640.5190028250543
1
<0.1%
-640.1184451854533
1
<0.1%
-628.5592265157222
1
<0.1%
-627.0043545471152
1
<0.1%
-626.683888528273
1
<0.1%
-625.8245903555443
1
<0.1%
-625.432520899798
1
<0.1%
-623.0884927363577
1
<0.1%
-622.8836326220646
1
<0.1%
-622.2818462855927
1
<0.1%
-622.207850064437
1
<0.1%
LARGEST VALUES
-76.39732652403521
1
<0.1%
-282.9862030752194
1
<0.1%
-290.19039758310004
1
<0.1%
-292.46356005428976
1
<0.1%
-295.3707429638642
1
<0.1%
-296.5911097084013
1
<0.1%
-296.6190132559877
1
<0.1%
-296.6477075904855
1
<0.1%
-296.7179725639993
1
<0.1%
-296.75298870955737
1
<0.1%
-296.907528432922
1
<0.1%
-296.9951906390792
1
<0.1%
-297.05436442105486
1
<0.1%
-297.2326081313244
1
<0.1%
-297.46357676480994
1
<0.1%
rougher.state.floatbank10_e_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_f_air
0.93
rougher.state.floatbank10_d_air
0.84
rougher.state.floatbank10_b_air
0.81
rougher.state.floatbank10_c_air
0.77
primary_cleaner.output.tail_pb
-0.45
rougher.output.concentrate_sol
-0.40
primary_cleaner.output.tail_ag
-0.38
secondary_cleaner.output.tail_pb
-0.37
rougher.state.floatbank10_e_level
0.37
rougher.state.floatbank10_f_level
0.37
rougher.state.floatbank10_b_level
0.36
final.output.tail_pb
-0.36
rougher.state.floatbank10_c_level
0.35
rougher.input.feed_pb
-0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1050.029460850679
366
2.0%
900.34691616971
1
<0.1%
1600.7172021790911
1
<0.1%
949.663628024474
1
<0.1%
1300.1469859693304
1
<0.1%
952.4193405237515
1
<0.1%
1051.5690476567695
1
<0.1%
800.1262016175958
1
<0.1%
800.7291869297911
1
<0.1%
999.1260403731808
1
<0.1%
1200.624508299995
1
<0.1%
1050.3440562138485
1
<0.1%
1000.3000879225334
1
<0.1%
1047.5607863466587
1
<0.1%
1299.9631972251489
1
<0.1%
SMALLEST VALUES
-1.9822953939437864
1
<0.1%
-1.9368774987258468
1
<0.1%
-1.9154343530435545
1
<0.1%
94.3720229016142
1
<0.1%
254.2467384962009
1
<0.1%
547.5403237665322
1
<0.1%
573.2526234346617
1
<0.1%
588.3203260451678
1
<0.1%
695.2117864323903
1
<0.1%
696.1881610070392
1
<0.1%
696.5652542124835
1
<0.1%
696.8469830445607
1
<0.1%
697.4863954817772
1
<0.1%
697.6398942362814
1
<0.1%
697.948130259714
1
<0.1%
LARGEST VALUES
1922.6366366607565
1
<0.1%
1702.2477563323237
1
<0.1%
1701.7863524161305
1
<0.1%
1701.7119402058456
1
<0.1%
1701.2530094569663
1
<0.1%
1701.0260195792246
1
<0.1%
1700.714145658223
1
<0.1%
1700.6791731219064
1
<0.1%
1700.273733271911
1
<0.1%
1700.2531977700196
1
<0.1%
1700.2433970273623
1
<0.1%
1700.217744391617
1
<0.1%
1698.9546177836055
1
<0.1%
1698.9442880811844
1
<0.1%
1698.6133999296023
1
<0.1%
rougher.state.floatbank10_e_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_f_level
0.98
rougher.state.floatbank10_c_level
0.96
rougher.state.floatbank10_b_level
0.95
rougher.state.floatbank10_d_level
0.95
rougher.state.floatbank10_c_air
0.49
rougher.state.floatbank10_b_air
0.47
primary_cleaner.output.tail_pb
-0.46
secondary_cleaner.state.floatbank6_a_air
0.46
secondary_cleaner.output.tail_pb
-0.42
secondary_cleaner.output.tail_ag
-0.41
rougher.state.floatbank10_d_air
0.41
secondary_cleaner.state.floatbank5_a_level
0.40
secondary_cleaner.state.floatbank4_a_level
0.39
primary_cleaner.output.tail_ag
-0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-498.9213613280469
1
<0.1%
-402.3552662713375
1
<0.1%
-500.1124538256247
1
<0.1%
-399.4824410794221
1
<0.1%
-401.118010417807
1
<0.1%
-500.12084180304674
1
<0.1%
-499.7075342535268
1
<0.1%
-500.4836901648532
1
<0.1%
-500.4308728631013
1
<0.1%
-500.0437366865549
1
<0.1%
-499.74149515493775
1
<0.1%
-500.7804878967444
1
<0.1%
-500.2047050692673
1
<0.1%
-499.99579863314506
1
<0.1%
-500.8202597465587
1
<0.1%
SMALLEST VALUES
-648.0024441811704
1
<0.1%
-643.3401446256839
1
<0.1%
-643.1109731385278
1
<0.1%
-638.5128173828125
1
<0.1%
-617.4713163469575
1
<0.1%
-604.2205523824415
1
<0.1%
-598.9261492177984
1
<0.1%
-592.2346987938455
1
<0.1%
-591.589567946296
1
<0.1%
-588.6765797472956
1
<0.1%
-585.9081558049679
1
<0.1%
-580.8540994286212
1
<0.1%
-580.2958739785821
1
<0.1%
-578.2134822102718
1
<0.1%
-576.3253635466829
1
<0.1%
LARGEST VALUES
-139.7530248223448
1
<0.1%
-272.19959776453203
1
<0.1%
-294.832453479512
1
<0.1%
-295.32339475407736
1
<0.1%
-296.011250067104
1
<0.1%
-296.12917275814925
1
<0.1%
-296.87736651819
1
<0.1%
-296.9191304166929
1
<0.1%
-297.1001713102805
1
<0.1%
-297.7581465536183
1
<0.1%
-297.8380079093318
1
<0.1%
-297.90831976664083
1
<0.1%
-298.02881409778144
1
<0.1%
-298.141954800539
1
<0.1%
-298.1976246842308
1
<0.1%
rougher.state.floatbank10_f_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_e_air
0.93
rougher.state.floatbank10_d_air
0.83
rougher.state.floatbank10_b_air
0.80
rougher.state.floatbank10_c_air
0.75
primary_cleaner.output.tail_pb
-0.44
secondary_cleaner.output.tail_ag
-0.38
primary_cleaner.output.tail_ag
-0.37
rougher.output.concentrate_sol
-0.37
rougher.state.floatbank10_e_level
0.37
rougher.state.floatbank10_f_level
0.37
rougher.state.floatbank10_b_level
0.35
secondary_cleaner.output.tail_pb
-0.34
rougher.output.concentrate_sum
-0.34
rougher.state.floatbank10_c_level
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1200.4660502926552
1
<0.1%
1200.739351604221
1
<0.1%
899.6636906284398
1
<0.1%
999.4246135355075
1
<0.1%
800.4179793960609
1
<0.1%
999.125636335498
1
<0.1%
1300.400778099967
1
<0.1%
899.6355609021283
1
<0.1%
1099.8528119628295
1
<0.1%
998.885939897086
1
<0.1%
1000.0479179085484
1
<0.1%
950.2495448349232
1
<0.1%
1001.256605260918
1
<0.1%
900.646175116667
1
<0.1%
999.8012014129318
1
<0.1%
SMALLEST VALUES
-2.5933895111083984
1
<0.1%
-2.520791868041928
1
<0.1%
-2.4305872521028933
1
<0.1%
28.33235527494173
1
<0.1%
244.1375610480201
1
<0.1%
539.6339372487046
1
<0.1%
591.4706982803942
1
<0.1%
694.9085311240927
1
<0.1%
695.1750260924489
1
<0.1%
696.3046896527068
1
<0.1%
696.6225695938507
1
<0.1%
697.0743047211638
1
<0.1%
697.3963970385705
1
<0.1%
697.886781160566
1
<0.1%
697.915211978035
1
<0.1%
LARGEST VALUES
1706.307502416191
1
<0.1%
1704.7212058760238
1
<0.1%
1702.7551734865729
1
<0.1%
1702.383847858595
1
<0.1%
1701.6566591215037
1
<0.1%
1700.8572070709597
1
<0.1%
1700.482817180466
1
<0.1%
1699.4703145512556
1
<0.1%
1692.41829189094
1
<0.1%
1686.6168846168116
1
<0.1%
1682.7675934861147
1
<0.1%
1677.6544940771012
1
<0.1%
1663.3228997083884
1
<0.1%
1652.249959623017
1
<0.1%
1651.40270016842
1
<0.1%
rougher.state.floatbank10_f_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_e_level
0.98
rougher.state.floatbank10_c_level
0.95
rougher.state.floatbank10_d_level
0.95
rougher.state.floatbank10_b_level
0.94
rougher.state.floatbank10_c_air
0.49
rougher.state.floatbank10_b_air
0.47
secondary_cleaner.state.floatbank6_a_air
0.47
primary_cleaner.output.tail_pb
-0.46
secondary_cleaner.output.tail_pb
-0.43
secondary_cleaner.output.tail_ag
-0.42
rougher.state.floatbank10_d_air
0.41
secondary_cleaner.state.floatbank5_a_level
0.40
secondary_cleaner.state.floatbank4_a_level
0.40
primary_cleaner.output.tail_ag
-0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-649.8809814453125
2
<0.1%
-351.37245233478296
1
<0.1%
-500.4983162938218
1
<0.1%
-499.6993306238945
1
<0.1%
-497.2351417093708
1
<0.1%
-499.6235603194621
1
<0.1%
-500.8070433273238
1
<0.1%
-546.6570623317749
1
<0.1%
-513.3008055726285
1
<0.1%
-501.8609292541177
1
<0.1%
-499.6702915649338
1
<0.1%
-500.7071868348892
1
<0.1%
-399.5570631754451
1
<0.1%
-499.7859229434421
1
<0.1%
-499.54847701406464
1
<0.1%
SMALLEST VALUES
-649.9492825412451
1
<0.1%
-649.9467691537548
1
<0.1%
-649.9369278876295
1
<0.1%
-649.9366526460699
1
<0.1%
-649.9265361383851
1
<0.1%
-649.9166941549428
1
<0.1%
-649.9164196307003
1
<0.1%
-649.9063031230154
1
<0.1%
-649.8964604222558
1
<0.1%
-649.8961866153306
1
<0.1%
-649.8860701076458
1
<0.1%
-649.8809814453125
2
<0.1%
-649.8615905387101
1
<0.1%
-649.8070196316409
1
<0.1%
-649.7841861958682
1
<0.1%
LARGEST VALUES
-191.7184797717884
1
<0.1%
-249.8010425634993
1
<0.1%
-254.17419477672283
1
<0.1%
-258.30093872609416
1
<0.1%
-284.0846077338813
1
<0.1%
-286.37511747321184
1
<0.1%
-286.5895805813215
1
<0.1%
-292.465274891324
1
<0.1%
-292.9392381744988
1
<0.1%
-293.11846632247017
1
<0.1%
-293.32238163989643
1
<0.1%
-295.0019177554725
1
<0.1%
-295.2949602764748
1
<0.1%
-295.92356254775325
1
<0.1%
-295.9307771403064
1
<0.1%
rougher.input.floatbank11_sulfate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.floatbank10_sulfate
0.83
primary_cleaner.input.sulfate
0.58
rougher.input.feed_rate
0.40
rougher.input.feed_sum
0.37
primary_cleaner.output.tail_sol
0.35
rougher.input.feed_sol
0.35
final.output.tail_sol
0.31
final.output.tail_pb
0.29
primary_cleaner.input.xanthate
0.29
rougher.output.concentrate_sol
0.28
primary_cleaner.output.concentrate_pb
0.27
secondary_cleaner.output.tail_ag
0.26
secondary_cleaner.state.floatbank4_b_level
0.25
rougher.state.floatbank10_e_air
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
12.000204058418811
31
0.2%
8.553626351656076
1
<0.1%
0.0359405690466841
1
<0.1%
11.505356281507392
1
<0.1%
14.7798301665802
1
<0.1%
15.99875843925305
1
<0.1%
14.503983032403973
1
<0.1%
11.70196551688072
1
<0.1%
10.500104380235674
1
<0.1%
11.491855709990611
1
<0.1%
11.000344611609604
1
<0.1%
15.998353407277564
1
<0.1%
14.70985493216268
1
<0.1%
14.997751436269464
1
<0.1%
8.999561242113181
1
<0.1%
SMALLEST VALUES
9.787336238683812e-05
1
<0.1%
0.0001627663028239
1
<0.1%
0.0015567261164393
1
<0.1%
0.0018691409573401
1
<0.1%
0.0018879120938065
1
<0.1%
0.001973052823299
1
<0.1%
0.0024237227448394
1
<0.1%
0.0030461442645852
1
<0.1%
0.0031526462154369
1
<0.1%
0.0033723490230476
1
<0.1%
0.0038514446762203
1
<0.1%
0.0043776717590433
1
<0.1%
0.0044330362216631
1
<0.1%
0.0046632955053508
1
<0.1%
0.0050870691918011
1
<0.1%
LARGEST VALUES
37.980647881026265
1
<0.1%
32.78076153657036
1
<0.1%
31.84937510016434
1
<0.1%
30.01166575488752
1
<0.1%
30.007997068124
1
<0.1%
30.00785455588925
1
<0.1%
30.007714257776488
1
<0.1%
30.00691441925101
1
<0.1%
30.0065105855985
1
<0.1%
30.00485878047958
1
<0.1%
30.00316841551766
1
<0.1%
30.00270090433761
1
<0.1%
30.00205617078176
1
<0.1%
30.001170633760182
1
<0.1%
30.00054075771685
1
<0.1%
rougher.input.floatbank11_xanthate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.floatbank10_xanthate
0.90
rougher.input.feed_rate
0.52
primary_cleaner.input.sulfate
0.42
primary_cleaner.input.xanthate
0.41
rougher.input.feed_sum
0.38
primary_cleaner.output.concentrate_sol
0.38
rougher.input.feed_sol
0.36
primary_cleaner.output.concentrate_ag
0.36
primary_cleaner.input.depressant
0.34
final.output.recovery
0.32
rougher.output.recovery
0.31
secondary_cleaner.state.floatbank6_a_air
-0.30
rougher.state.floatbank10_b_level
-0.30
rougher.state.floatbank10_c_level
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
6.098580183575861
396
2.1%
5.0
16
<0.1%
5.682555601911073
1
<0.1%
5.599602829634677
1
<0.1%
7.493124495492121
1
<0.1%
6.200769444793446
1
<0.1%
5.396523152724347
1
<0.1%
6.203265726182411
1
<0.1%
0.00095325556471
1
<0.1%
4.699343385223626
1
<0.1%
5.400135889957519
1
<0.1%
6.503897336231632
1
<0.1%
6.1212827685442175
1
<0.1%
6.699827670697442
1
<0.1%
6.700351086904662
1
<0.1%
SMALLEST VALUES
0.0002904125738132
1
<0.1%
0.0004063536838988
1
<0.1%
0.0005784495917998
1
<0.1%
0.0008182137758935
1
<0.1%
0.00095325556471
1
<0.1%
0.0010746593637863
1
<0.1%
0.0012061991220074
1
<0.1%
0.0012074662293812
1
<0.1%
0.0013019037072431
1
<0.1%
0.0017416540533372
1
<0.1%
0.0018480252791731
1
<0.1%
0.0023816642903723
1
<0.1%
0.0024966559994371
1
<0.1%
0.0026157558526441
1
<0.1%
0.0029264413548931
1
<0.1%
LARGEST VALUES
9.698406867732444
1
<0.1%
9.668677848861376
1
<0.1%
9.667279371949917
1
<0.1%
9.496275059491593
1
<0.1%
9.401927676984922
1
<0.1%
9.387049532343765
1
<0.1%
9.342336210901546
1
<0.1%
9.309851877801306
1
<0.1%
9.300133038628733
1
<0.1%
9.29792368846632
1
<0.1%
9.297194326678992
1
<0.1%
9.271899397362258
1
<0.1%
9.156068824672356
1
<0.1%
9.129320643775417
1
<0.1%
9.055248418428675
1
<0.1%
rougher.calculation.sulfate_to_au_concentrate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_a_air
-0.02
secondary_cleaner.output.tail_sol
-0.02
secondary_cleaner.state.floatbank3_a_air
-0.02
primary_cleaner.output.concentrate_ag
-0.02
final.output.concentrate_sol
-0.02
rougher.output.tail_ag
-0.02
final.output.concentrate_ag
-0.02
primary_cleaner.output.tail_sol
-0.02
secondary_cleaner.state.floatbank4_a_level
-0.02
rougher.output.tail_sol
-0.01
rougher.calculation.au_pb_ratio
-0.01
secondary_cleaner.state.floatbank3_a_level
-0.01
final.output.tail_ag
-0.01
rougher.input.feed_ag
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
44696.480712480254
3
<0.1%
74291.24709317242
1
<0.1%
47103.81456115186
1
<0.1%
42146.23679825286
1
<0.1%
39820.77542220573
1
<0.1%
39994.00196057288
1
<0.1%
40175.53702628781
1
<0.1%
39594.71156515558
1
<0.1%
46888.27696192073
1
<0.1%
55240.414138795066
1
<0.1%
55412.10413267142
1
<0.1%
44596.19158883085
1
<0.1%
48007.86419871388
1
<0.1%
49035.79786322547
1
<0.1%
43206.27040538661
1
<0.1%
SMALLEST VALUES
-42235197.36918358
1
<0.1%
-15488584.029689554
1
<0.1%
-720644.2627132577
1
<0.1%
-398508.96702682064
1
<0.1%
-49995.96307034783
1
<0.1%
-26651.14842220705
1
<0.1%
-13445.083790697474
1
<0.1%
-98.63561661538084
1
<0.1%
-44.40893710160044
1
<0.1%
-43.97490663461125
1
<0.1%
-6.8081150618088175
1
<0.1%
39.56474463460269
1
<0.1%
49.10652653700266
1
<0.1%
103.38544426016422
1
<0.1%
157.55862029951626
1
<0.1%
LARGEST VALUES
3428098.9389996207
1
<0.1%
1208360.6222556017
1
<0.1%
782969.7723556889
1
<0.1%
715402.4810439226
1
<0.1%
258854.991986519
1
<0.1%
229457.5832635373
1
<0.1%
223708.8019721965
1
<0.1%
208075.35465893155
1
<0.1%
153798.03723682842
1
<0.1%
137167.3653323937
1
<0.1%
136573.04745519962
1
<0.1%
132648.578812947
1
<0.1%
128932.56047886814
1
<0.1%
127329.13727465455
1
<0.1%
124754.52775580985
1
<0.1%
rougher.calculation.floatbank10_sulfate_to_au_feed
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.calculation.floatbank11_sulfate_to_au_feed
0.97
rougher.input.floatbank10_sulfate
0.09
primary_cleaner.output.concentrate_sol
-0.08
rougher.input.floatbank11_xanthate
-0.08
final.output.tail_ag
-0.08
secondary_cleaner.state.floatbank4_b_level
0.08
primary_cleaner.input.sulfate
-0.08
rougher.input.feed_sum
-0.08
rougher.state.floatbank10_d_level
0.08
rougher.state.floatbank10_c_level
0.08
rougher.state.floatbank10_f_level
0.08
rougher.state.floatbank10_b_level
0.07
rougher.state.floatbank10_e_level
0.07
rougher.input.floatbank10_xanthate
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
3018.353875738469
3
<0.1%
2507.6037282234515
1
<0.1%
2922.2625130975257
1
<0.1%
2398.290857802432
1
<0.1%
2802.7056341195894
1
<0.1%
2485.3476939810816
1
<0.1%
2491.8814969865816
1
<0.1%
3460.971835249375
1
<0.1%
3099.2978121711985
1
<0.1%
3708.8961040365352
1
<0.1%
3511.52552376292
1
<0.1%
2909.1774724897136
1
<0.1%
3342.669056956509
1
<0.1%
2492.571054565333
1
<0.1%
2578.645707465484
1
<0.1%
SMALLEST VALUES
-486.5986753054797
1
<0.1%
-148.00225055664296
1
<0.1%
-33.06517024107135
1
<0.1%
-32.33698941101107
1
<0.1%
-30.022327409594105
1
<0.1%
-29.893123639922127
1
<0.1%
-28.84100694142677
1
<0.1%
-28.300285397783533
1
<0.1%
-27.96418337099373
1
<0.1%
-27.9402374756712
1
<0.1%
-27.3330123973776
1
<0.1%
-16.078463917903854
1
<0.1%
-14.639613717392704
1
<0.1%
-12.348006529308154
1
<0.1%
-8.984719883314717
1
<0.1%
LARGEST VALUES
629638.9779140438
1
<0.1%
234425.8597269421
1
<0.1%
20960.01223887307
1
<0.1%
20450.36730738653
1
<0.1%
19213.71605327813
1
<0.1%
18035.54526873936
1
<0.1%
17174.958206914587
1
<0.1%
16821.247990615226
1
<0.1%
16572.99461049704
1
<0.1%
16259.29072427132
1
<0.1%
16064.82570586726
1
<0.1%
15069.644363983374
1
<0.1%
15027.133462561207
1
<0.1%
15019.298962566534
1
<0.1%
15018.734789041851
1
<0.1%
rougher.calculation.floatbank11_sulfate_to_au_feed
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.calculation.floatbank10_sulfate_to_au_feed
0.97
rougher.input.floatbank11_sulfate
0.09
rougher.input.feed_ag
-0.06
final.output.tail_ag
-0.06
rougher.input.floatbank10_xanthate
-0.06
rougher.input.feed_au
-0.06
rougher.output.concentrate_ag
-0.06
rougher.input.floatbank11_xanthate
-0.06
rougher.input.feed_sum
-0.06
primary_cleaner.output.concentrate_ag
-0.05
primary_cleaner.output.concentrate_sol
-0.05
rougher.input.floatbank10_sulfate
0.05
final.output.recovery
-0.05
rougher.output.recovery
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
2997.218088485185
3
<0.1%
3193.619597594125
1
<0.1%
5953.651793586804
1
<0.1%
2493.560811325184
1
<0.1%
3719.3630501747807
1
<0.1%
2500.752406239568
1
<0.1%
2499.184309492144
1
<0.1%
2799.491748210262
1
<0.1%
3819.979766647118
1
<0.1%
3440.4405127248224
1
<0.1%
3502.213862944811
1
<0.1%
2512.0603013387945
1
<0.1%
3659.797773985764
1
<0.1%
2582.564745695553
1
<0.1%
4481.755904134439
1
<0.1%
SMALLEST VALUES
-264.9827850134316
1
<0.1%
-94.42628488216695
1
<0.1%
-3.5412006408273378
1
<0.1%
-2.38306104574238
1
<0.1%
-2.2960507664968413
1
<0.1%
-2.2131212716681885
1
<0.1%
-1.833085945966404
1
<0.1%
-1.4007964470802938
1
<0.1%
-1.309532247192886
1
<0.1%
-1.0694705097340953
1
<0.1%
-0.8935793126419855
1
<0.1%
-0.8830542146512864
1
<0.1%
-0.7771285538122839
1
<0.1%
-0.4535341032003865
1
<0.1%
-0.4206066689169572
1
<0.1%
LARGEST VALUES
718684.9558548755
1
<0.1%
337629.41766815697
1
<0.1%
29105.60671006433
1
<0.1%
20865.828788800583
1
<0.1%
19812.08733987985
1
<0.1%
19214.056617088063
1
<0.1%
13273.229185354554
1
<0.1%
13043.149053742314
1
<0.1%
12814.303454143592
1
<0.1%
12575.290652479236
1
<0.1%
12374.204411704204
1
<0.1%
12231.101113761692
1
<0.1%
12157.872821466346
1
<0.1%
11884.939339481374
1
<0.1%
11684.719486297334
1
<0.1%
rougher.calculation.au_pb_ratio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_pb
-0.73
rougher.input.feed_pb
-0.60
final.output.concentrate_pb
-0.55
secondary_cleaner.output.tail_pb
-0.51
final.output.tail_pb
-0.49
primary_cleaner.output.concentrate_pb
-0.43
rougher.state.floatbank10_a_level
-0.41
rougher.output.tail_sol
0.33
rougher.output.concentrate_ag
0.32
primary_cleaner.output.tail_pb
-0.29
primary_cleaner.output.tail_sol
0.29
rougher.output.tail_ag
0.28
primary_cleaner.input.feed_size
0.27
rougher.state.floatbank10_d_air
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1.773637889948007
6
<0.1%
2.025583579314256
5
<0.1%
1.1240567627057791
3
<0.1%
2.584714728018477
2
<0.1%
2.148173783203301
2
<0.1%
1.512080662509517
1
<0.1%
-0.0008521958675209
1
<0.1%
1.014357698565303
1
<0.1%
2.346718562695828
1
<0.1%
1.843613009683125
1
<0.1%
3.3766217106019334
1
<0.1%
1.7068179546698756
1
<0.1%
2.2987380361965064
1
<0.1%
1.9898076865021816
1
<0.1%
2.788972753573954
1
<0.1%
SMALLEST VALUES
-0.0105476129695348
1
<0.1%
-0.0056862917912192
1
<0.1%
-0.0055522329860029
1
<0.1%
-0.0048681923782526
1
<0.1%
-0.0025133710704849
1
<0.1%
-0.0016094012790467
1
<0.1%
-0.0015652688992182
1
<0.1%
-0.0015048925984927
1
<0.1%
-0.0013717835781327
1
<0.1%
-0.001058335335669
1
<0.1%
-0.0010165110078627
1
<0.1%
-0.0009032479049669
1
<0.1%
-0.0008521958675209
1
<0.1%
-0.0006292984750308
1
<0.1%
-0.0005999554568277
1
<0.1%
LARGEST VALUES
7.270069649454714
1
<0.1%
6.871218834084159
1
<0.1%
6.586397796859454
1
<0.1%
6.563622319138196
1
<0.1%
6.503756047485419
1
<0.1%
6.248700850441985
1
<0.1%
6.2150361875480975
1
<0.1%
6.1235684980004415
1
<0.1%
6.1066447518269324
1
<0.1%
6.085238849130992
1
<0.1%
6.0776506416882885
1
<0.1%
6.04387932353682
1
<0.1%
6.022185064518099
1
<0.1%
5.997262221284952
1
<0.1%
5.972617220180457
1
<0.1%
rougher.output.concentrate_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_sum
0.79
rougher.output.concentrate_sol
0.71
rougher.output.tail_ag
0.49
rougher.output.tail_au
0.45
final.output.tail_au
0.40
rougher.input.feed_au
0.39
primary_cleaner.output.tail_au
0.37
final.output.concentrate_sol
0.33
rougher.output.tail_sol
-0.31
final.output.concentrate_sum
0.29
secondary_cleaner.state.floatbank4_a_air
-0.28
primary_cleaner.output.concentrate_au
0.27
rougher.output.concentrate_ag
0.27
secondary_cleaner.output.tail_pb
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
18.65237236022949
6
<0.1%
17.09921646118164
4
<0.1%
17.525726318359375
3
<0.1%
19.64696311950684
2
<0.1%
20.38614082336425
2
<0.1%
17.14655279293216
1
<0.1%
19.39424083496579
1
<0.1%
21.95646896852985
1
<0.1%
17.53720464968513
1
<0.1%
16.65037895992588
1
<0.1%
16.36531328266307
1
<0.1%
18.95529327260078
1
<0.1%
19.906752209167543
1
<0.1%
24.014672669161502
1
<0.1%
21.68587364808813
1
<0.1%
SMALLEST VALUES
3.066083780475043
1
<0.1%
5.341763953566447
1
<0.1%
5.49406997989961
1
<0.1%
5.623529646816848
1
<0.1%
5.780057789329812
1
<0.1%
5.9160648858037765
1
<0.1%
6.1664466450896
1
<0.1%
6.461799276880589
1
<0.1%
6.4652796978761735
1
<0.1%
6.9594204439568905
1
<0.1%
7.085799196530756
1
<0.1%
7.199325760530095
1
<0.1%
7.261489535963231
1
<0.1%
7.31285495379263
1
<0.1%
7.338910007498174
1
<0.1%
LARGEST VALUES
28.82450693271029
1
<0.1%
28.464600896519126
1
<0.1%
28.146837606874488
1
<0.1%
28.08419296161791
1
<0.1%
28.039637029385897
1
<0.1%
27.99446210245512
1
<0.1%
27.99064436021176
1
<0.1%
27.96862875494041
1
<0.1%
27.89177483549964
1
<0.1%
27.84968683581965
1
<0.1%
27.64900479240799
1
<0.1%
27.568453468176287
1
<0.1%
27.54966991012271
1
<0.1%
27.38808215771637
1
<0.1%
27.30473976489602
1
<0.1%
rougher.output.concentrate_ag
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_ag
0.70
rougher.output.concentrate_sum
0.58
final.output.tail_ag
0.56
primary_cleaner.output.concentrate_ag
0.54
final.output.concentrate_sol
0.47
primary_cleaner.output.concentrate_sol
0.47
rougher.input.feed_sum
0.47
rougher.input.feed_au
0.47
rougher.output.concentrate_sol
0.43
final.output.concentrate_ag
0.41
final.output.concentrate_pb
-0.40
primary_cleaner.output.tail_ag
0.40
primary_cleaner.output.tail_pb
0.36
rougher.output.recovery
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
9.252737045288086
6
<0.1%
12.098114967346191
4
<0.1%
11.37990951538086
3
<0.1%
13.081012725830078
2
<0.1%
15.287543296813965
2
<0.1%
11.521661799823574
1
<0.1%
10.05493192975489
1
<0.1%
11.74740312787612
1
<0.1%
10.850478536717546
1
<0.1%
12.017167508275705
1
<0.1%
11.379811553806356
1
<0.1%
14.827089363431652
1
<0.1%
10.227449573881062
1
<0.1%
15.194550954233849
1
<0.1%
13.072052718208216
1
<0.1%
SMALLEST VALUES
2.1538265870137634
1
<0.1%
2.4273611346271275
1
<0.1%
2.5313003408968138
1
<0.1%
2.550312144358971
1
<0.1%
2.9673204159561792
1
<0.1%
3.1840985231552623
1
<0.1%
3.1852659894767488
1
<0.1%
3.2005884598295555
1
<0.1%
3.3011252544048486
1
<0.1%
3.4130189903160013
1
<0.1%
3.454580286567837
1
<0.1%
3.4550500942054354
1
<0.1%
3.6437651938157978
1
<0.1%
3.6833014854457633
1
<0.1%
3.880393592622103
1
<0.1%
LARGEST VALUES
24.48027094510577
1
<0.1%
21.39395968873378
1
<0.1%
20.82634280468081
1
<0.1%
20.814875443943325
1
<0.1%
20.492412203552377
1
<0.1%
20.483505059587245
1
<0.1%
20.441610943928826
1
<0.1%
19.97496966211205
1
<0.1%
19.7744428395806
1
<0.1%
19.683431516493048
1
<0.1%
19.63688923039876
1
<0.1%
19.39988350567429
1
<0.1%
19.38403187806155
1
<0.1%
19.37921851559044
1
<0.1%
19.328049463471448
1
<0.1%
rougher.output.concentrate_pb
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.calculation.au_pb_ratio
-0.73
final.output.concentrate_pb
0.65
rougher.input.feed_pb
0.59
primary_cleaner.output.concentrate_pb
0.55
final.output.tail_pb
0.54
secondary_cleaner.output.tail_pb
0.52
rougher.output.tail_sol
-0.40
primary_cleaner.output.tail_pb
0.34
rougher.output.concentrate_sum
0.30
rougher.state.floatbank10_a_level
0.30
rougher.output.concentrate_sol
0.27
secondary_cleaner.state.floatbank4_b_air
0.25
rougher.output.tail_ag
-0.24
secondary_cleaner.state.floatbank5_b_air
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
8.4521484375
8
<0.1%
7.94482421875
6
<0.1%
9.7646484375
6
<0.1%
8.5771484375
5
<0.1%
8.2646484375
5
<0.1%
8.0146484375
5
<0.1%
8.0771484375
5
<0.1%
9.0771484375
4
<0.1%
8.3271484375
4
<0.1%
9.1396484375
4
<0.1%
8.1396484375
4
<0.1%
8.5146484375
4
<0.1%
8.7021484375
3
<0.1%
7.85107421875
3
<0.1%
8.2021484375
3
<0.1%
SMALLEST VALUES
1.3496411574093832
1
<0.1%
1.7960745558867024
1
<0.1%
1.848709128318976
1
<0.1%
2.127896114997566
1
<0.1%
2.247550223670486
1
<0.1%
2.2987821205808885
1
<0.1%
2.3370017806999384
1
<0.1%
2.458325411826372
1
<0.1%
2.474253028950317
1
<0.1%
2.5426480570554566
1
<0.1%
2.6127292855849698
1
<0.1%
2.61621419235857
1
<0.1%
2.644744519148436
1
<0.1%
2.6509367267714983
1
<0.1%
2.6643800936266784
1
<0.1%
LARGEST VALUES
13.6170719165148
1
<0.1%
13.0916793817944
1
<0.1%
12.966873710950216
1
<0.1%
12.797765340540144
1
<0.1%
12.7021484375
1
<0.1%
12.658555818133886
1
<0.1%
12.653067428270974
1
<0.1%
12.647294141981336
1
<0.1%
12.646400674713984
1
<0.1%
12.634622990820146
1
<0.1%
12.630550277498031
1
<0.1%
12.619815798600516
1
<0.1%
12.611464853551652
1
<0.1%
12.607749161985184
1
<0.1%
12.57793865389294
1
<0.1%
rougher.output.concentrate_sol
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_sum
0.95
rougher.output.concentrate_au
0.71
rougher.output.concentrate_ag
0.43
rougher.state.floatbank10_e_air
-0.40
rougher.state.floatbank10_f_air
-0.37
rougher.state.floatbank10_b_air
-0.35
final.output.tail_pb
0.34
rougher.input.feed_au
0.33
rougher.state.floatbank10_d_air
-0.33
rougher.state.floatbank10_c_air
-0.30
rougher.input.feed_pb
0.30
rougher.input.floatbank10_sulfate
0.28
rougher.input.floatbank11_sulfate
0.28
final.output.tail_au
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
34.55859375
26
0.1%
33.30859375
25
0.1%
32.05859375
22
0.1%
35.30859375
21
0.1%
34.05859375
21
0.1%
33.55859375
20
0.1%
33.80859375
20
0.1%
33.05859375
19
0.1%
32.55859375
18
<0.1%
29.83534478214052
18
<0.1%
34.30859375
18
<0.1%
35.05859375
18
<0.1%
34.80859375
18
<0.1%
35.55859375
17
<0.1%
32.30859375
16
<0.1%
SMALLEST VALUES
1.7159061482191509
1
<0.1%
2.9397649096190515
1
<0.1%
3.4459650046988908
1
<0.1%
4.335145485587243
1
<0.1%
4.481571914487415
1
<0.1%
4.600520452169908
1
<0.1%
4.869001541525747
1
<0.1%
4.8748403187685945
1
<0.1%
4.889125378774478
1
<0.1%
5.1545581546436905
1
<0.1%
5.422413765421758
1
<0.1%
5.465579815426223
1
<0.1%
5.9514435119099085
1
<0.1%
6.088215770884353
1
<0.1%
6.104613621197228
1
<0.1%
LARGEST VALUES
38.351192848417504
1
<0.1%
38.23960802396139
1
<0.1%
38.21242719014486
1
<0.1%
38.19517053604126
1
<0.1%
37.95834694014656
1
<0.1%
37.93475241131253
1
<0.1%
37.91507905960083
1
<0.1%
37.90766056378683
1
<0.1%
37.85073378245036
1
<0.1%
37.833359274334384
1
<0.1%
37.830493963029646
1
<0.1%
37.80859375
1
<0.1%
37.78688804626465
1
<0.1%
37.78000988642375
1
<0.1%
37.76484388563368
1
<0.1%
rougher.output.recovery
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.tail_au
-0.65
final.output.recovery
0.60
rougher.output.tail_pb
-0.59
rougher.input.feed_sum
0.53
primary_cleaner.input.sulfate
0.45
primary_cleaner.output.tail_pb
0.41
rougher.input.feed_ag
0.40
rougher.input.feed_pb
0.40
rougher.input.feed_au
0.39
final.output.tail_ag
0.38
rougher.output.tail_ag
-0.37
primary_cleaner.output.tail_ag
0.37
rougher.state.floatbank10_a_air
0.37
primary_cleaner.output.concentrate_ag
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
89.51254410301894
6
<0.1%
91.6366899190481
4
<0.1%
85.53375752828245
3
<0.1%
93.28812559903837
2
<0.1%
90.45533269753987
2
<0.1%
67.80017679875236
1
<0.1%
85.64878441626766
1
<0.1%
89.52266895577141
1
<0.1%
88.89931198613282
1
<0.1%
87.81411452422233
1
<0.1%
87.80113802426983
1
<0.1%
86.2349999472533
1
<0.1%
94.76708360675364
1
<0.1%
93.13586160649716
1
<0.1%
86.89282533437574
1
<0.1%
SMALLEST VALUES
2.5208538028907777
1
<0.1%
9.82687608019416
1
<0.1%
10.430586883535824
1
<0.1%
18.49144626964551
1
<0.1%
22.170428569796208
1
<0.1%
22.463083587451248
1
<0.1%
25.55402429351184
1
<0.1%
31.711542556648244
1
<0.1%
33.5718468703596
1
<0.1%
35.38593120305797
1
<0.1%
36.86711792234061
1
<0.1%
37.47478628410693
1
<0.1%
37.79229877184834
1
<0.1%
37.97956439652615
1
<0.1%
38.390793859002535
1
<0.1%
LARGEST VALUES
99.97904061775264
1
<0.1%
99.84766301620172
1
<0.1%
99.77295778192658
1
<0.1%
99.43038952759908
1
<0.1%
99.40068702123904
1
<0.1%
99.39579375907095
1
<0.1%
99.38835380206932
1
<0.1%
99.31022819568412
1
<0.1%
99.3088168320448
1
<0.1%
99.30881371226236
1
<0.1%
99.3011022500254
1
<0.1%
99.28032281456647
1
<0.1%
99.2732119515669
1
<0.1%
99.2546943394738
1
<0.1%
99.2432610299114
1
<0.1%
rougher.output.tail_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.tail_ag
0.77
rougher.output.tail_pb
0.71
rougher.output.recovery
-0.65
final.output.tail_au
0.63
primary_cleaner.output.tail_au
0.48
rougher.output.concentrate_au
0.45
rougher.state.floatbank10_a_level
-0.38
rougher.input.feed_au
0.38
secondary_cleaner.state.floatbank4_a_air
-0.37
final.output.recovery
-0.34
secondary_cleaner.output.tail_sol
0.33
secondary_cleaner.output.tail_pb
-0.33
secondary_cleaner.state.floatbank4_b_air
-0.32
secondary_cleaner.state.floatbank5_a_air
-0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1.2277082204818726
6
<0.1%
1.0287144184112549
5
<0.1%
1.3467813730239868
3
<0.1%
1.9288238286972048
2
<0.1%
0.6073779463768005
2
<0.1%
2.348465204238892
2
<0.1%
2.1020328998565674
2
<0.1%
1.9117859601974487
2
<0.1%
1.7430044412612915
2
<0.1%
1.6864105463027954
2
<0.1%
0.7343387793665157
1
<0.1%
2.13207655233256
1
<0.1%
2.042907581902196
1
<0.1%
0.6223528233770448
1
<0.1%
1.8838268532116005
1
<0.1%
SMALLEST VALUES
0.0206757791548096
1
<0.1%
0.0245449673240189
1
<0.1%
0.0312344878911972
1
<0.1%
0.0497308592077005
1
<0.1%
0.0502283787818963
1
<0.1%
0.0532830665071272
1
<0.1%
0.055898156017065
1
<0.1%
0.0637230782006933
1
<0.1%
0.0662419028014357
1
<0.1%
0.0702514203132829
1
<0.1%
0.0726640218306663
1
<0.1%
0.0759899465311776
1
<0.1%
0.0774452038304432
1
<0.1%
0.0819220189802371
1
<0.1%
0.088457798344945
1
<0.1%
LARGEST VALUES
9.688979686468633
1
<0.1%
8.649597876079158
1
<0.1%
8.253282297131264
1
<0.1%
8.181486092974568
1
<0.1%
6.5359773434556185
1
<0.1%
6.023450891935611
1
<0.1%
5.912224292755128
1
<0.1%
5.74829776691959
1
<0.1%
5.641872841420543
1
<0.1%
5.541070622586831
1
<0.1%
5.386502107492124
1
<0.1%
5.3472536338108085
1
<0.1%
5.343600273132324
1
<0.1%
5.132317239180464
1
<0.1%
5.126053737114616
1
<0.1%
rougher.output.tail_ag
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.tail_au
0.77
final.output.tail_au
0.55
secondary_cleaner.output.tail_pb
-0.50
rougher.output.concentrate_au
0.49
rougher.input.feed_ag
0.48
rougher.input.feed_au
0.47
secondary_cleaner.output.tail_sol
0.43
final.output.concentrate_sol
0.40
rougher.state.floatbank10_a_level
-0.40
rougher.output.recovery
-0.37
rougher.input.feed_rate
-0.37
primary_cleaner.output.tail_au
0.36
secondary_cleaner.state.floatbank6_a_air
0.36
rougher.output.tail_pb
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
3.0697317123413086
6
<0.1%
3.488328218460083
5
<0.1%
4.952531814575195
3
<0.1%
7.292679786682129
2
<0.1%
4.775195121765137
2
<0.1%
5.151660442352295
2
<0.1%
5.056899070739746
2
<0.1%
5.5252203941345215
2
<0.1%
5.187270641326903
2
<0.1%
3.8715665340423584
2
<0.1%
5.942540168762207
2
<0.1%
5.239979540827719
1
<0.1%
5.261585897869534
1
<0.1%
5.80704633933051
1
<0.1%
7.435850367259415
1
<0.1%
SMALLEST VALUES
0.594562292098999
1
<0.1%
2.1583694963796813
1
<0.1%
2.1703606256233896
1
<0.1%
2.2789891308522763
1
<0.1%
2.3165298140662576
1
<0.1%
2.3246829105455737
1
<0.1%
2.353290173496955
1
<0.1%
2.4331945511544086
1
<0.1%
2.443860306980496
1
<0.1%
2.453085408297825
1
<0.1%
2.486349048979567
1
<0.1%
2.4925566543431312
1
<0.1%
2.5001349294991493
1
<0.1%
2.5104340138173407
1
<0.1%
2.533117658213864
1
<0.1%
LARGEST VALUES
12.71917683245339
1
<0.1%
11.512443897296317
1
<0.1%
11.420090545988868
1
<0.1%
11.331875931814704
1
<0.1%
10.716601313575596
1
<0.1%
10.28592586517334
1
<0.1%
9.534854277090512
1
<0.1%
9.481667505286444
1
<0.1%
9.07975959777832
1
<0.1%
8.979921075273609
1
<0.1%
8.957616192514664
1
<0.1%
8.887697883575804
1
<0.1%
8.885526462923469
1
<0.1%
8.88420295715332
1
<0.1%
8.770016727068214
1
<0.1%
rougher.output.tail_pb
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.tail_au
0.71
rougher.output.recovery
-0.59
final.output.tail_au
0.37
final.output.recovery
-0.36
rougher.output.tail_ag
0.35
final.output.tail_sol
0.28
primary_cleaner.output.tail_au
0.27
rougher.output.concentrate_ag
-0.24
secondary_cleaner.state.floatbank4_a_air
-0.23
secondary_cleaner.state.floatbank4_b_air
-0.22
final.output.concentrate_pb
0.18
secondary_cleaner.state.floatbank5_a_air
-0.18
secondary_cleaner.state.floatbank5_b_air
-0.17
primary_cleaner.output.tail_ag
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.68450927734375
6
<0.1%
0.52825927734375
5
<0.1%
0.86029052734375
3
<0.1%
0.451629638671875
2
<0.1%
0.394989013671875
2
<0.1%
0.6646012925439411
1
<0.1%
0.5263217041814803
1
<0.1%
0.7991510426004728
1
<0.1%
1.040095142258538
1
<0.1%
0.5347548810309833
1
<0.1%
1.0706135192409985
1
<0.1%
0.4954033760598395
1
<0.1%
0.4862079218549965
1
<0.1%
0.5456728172136678
1
<0.1%
0.5090992087894121
1
<0.1%
SMALLEST VALUES
0.0075660659822945
1
<0.1%
0.0106699928198941
1
<0.1%
0.0110730408227148
1
<0.1%
0.0130767503276001
1
<0.1%
0.0139828024212167
1
<0.1%
0.0150265086552179
1
<0.1%
0.0176580443815328
1
<0.1%
0.0189289748824861
1
<0.1%
0.0301582269688757
1
<0.1%
0.0370145856719399
1
<0.1%
0.0383643525123221
1
<0.1%
0.0422905162251037
1
<0.1%
0.045081517839054
1
<0.1%
0.0460810983327165
1
<0.1%
0.0499125925344156
1
<0.1%
LARGEST VALUES
3.778063771520845
1
<0.1%
3.3540326857773795
1
<0.1%
3.3201245262649737
1
<0.1%
3.287195358957268
1
<0.1%
3.226147488213351
1
<0.1%
2.6120913875103
1
<0.1%
2.607764626940092
1
<0.1%
2.5189003302881288
1
<0.1%
2.370510855185696
1
<0.1%
2.3178401110166065
1
<0.1%
2.27431063052836
1
<0.1%
2.209246945572086
1
<0.1%
2.1607506992724828
1
<0.1%
2.1347372230100965
1
<0.1%
2.1053268501493667
1
<0.1%
rougher.output.tail_sol
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_sol
0.52
rougher.input.feed_rate
0.44
final.output.tail_pb
-0.43
rougher.input.feed_pb
-0.41
final.output.tail_sol
0.40
rougher.output.concentrate_pb
-0.40
rougher.calculation.au_pb_ratio
0.33
final.output.tail_au
-0.33
rougher.output.concentrate_au
-0.31
primary_cleaner.output.tail_sol
0.29
rougher.input.floatbank10_xanthate
0.27
primary_cleaner.output.tail_au
-0.26
rougher.input.floatbank11_xanthate
0.26
rougher.output.concentrate_sum
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
10.0146484375
14
<0.1%
10.0771484375
8
<0.1%
10.5771484375
7
<0.1%
19.029296875
7
<0.1%
17.654296875
6
<0.1%
20.779296875
6
<0.1%
10.3896484375
5
<0.1%
10.1396484375
5
<0.1%
20.279296875
4
<0.1%
10.2021484375
4
<0.1%
17.279296875
4
<0.1%
21.029296875
4
<0.1%
19.654296875
4
<0.1%
19.779296875
4
<0.1%
19.904296875
4
<0.1%
SMALLEST VALUES
10.0146484375
14
<0.1%
10.024005427606063
1
<0.1%
10.035362850628788
1
<0.1%
10.058485359160269
1
<0.1%
10.0592910919518
1
<0.1%
10.0771484375
8
<0.1%
10.092445123765229
1
<0.1%
10.096353157453194
1
<0.1%
10.096601201549053
1
<0.1%
10.106662164264256
1
<0.1%
10.119353298611111
1
<0.1%
10.131974758042231
1
<0.1%
10.13582370811416
1
<0.1%
10.1396484375
5
<0.1%
10.163770378410042
1
<0.1%
LARGEST VALUES
66.1171875
1
<0.1%
65.6171875
3
<0.1%
65.1171875
1
<0.1%
61.32839858949415
1
<0.1%
60.35315932633482
1
<0.1%
58.80859375
1
<0.1%
57.74439122020972
1
<0.1%
55.72281970434656
1
<0.1%
49.23449494145381
1
<0.1%
41.01529996141975
1
<0.1%
39.00996179718766
1
<0.1%
36.55859375
1
<0.1%
36.22504413831994
1
<0.1%
33.81707560589113
1
<0.1%
33.735477027426306
1
<0.1%
primary_cleaner.input.sulfate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_sum
0.68
rougher.input.feed_au
0.62
rougher.input.floatbank11_sulfate
0.58
rougher.input.feed_ag
0.52
rougher.input.floatbank10_sulfate
0.51
rougher.input.feed_pb
0.51
primary_cleaner.output.tail_sol
0.50
rougher.input.floatbank10_xanthate
0.47
primary_cleaner.input.xanthate
0.47
rougher.output.recovery
0.45
primary_cleaner.output.concentrate_ag
0.44
rougher.input.floatbank11_xanthate
0.42
primary_cleaner.output.concentrate_sol
0.42
primary_cleaner.input.depressant
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
143.23210281861438
7
<0.1%
220.3755993676281
1
<0.1%
226.98591422117872
1
<0.1%
182.5914160036056
1
<0.1%
96.72024018949917
1
<0.1%
126.55434466998672
1
<0.1%
149.02597644089226
1
<0.1%
135.34004661635174
1
<0.1%
122.97404393749724
1
<0.1%
185.0952950739607
1
<0.1%
63.02623511094572
1
<0.1%
106.51743347308044
1
<0.1%
73.5176299276372
1
<0.1%
226.4825982530067
1
<0.1%
128.39941349367083
1
<0.1%
SMALLEST VALUES
0.0512794526826961
1
<0.1%
0.1291387631507046
1
<0.1%
0.3966616409870408
1
<0.1%
0.8329345516188008
1
<0.1%
2.4186509325588554
1
<0.1%
2.9267202602864564
1
<0.1%
4.494126680490872
1
<0.1%
7.329299491566429
1
<0.1%
7.469704352899831
1
<0.1%
8.461600508854929
1
<0.1%
9.056857080479556
1
<0.1%
9.86509995059052
1
<0.1%
14.7850757453825
1
<0.1%
14.861150762649686
1
<0.1%
15.01352338025426
1
<0.1%
LARGEST VALUES
265.98312306345053
1
<0.1%
262.53150186094683
1
<0.1%
262.293481704508
1
<0.1%
262.061025926758
1
<0.1%
262.00370261487524
1
<0.1%
261.9284097037309
1
<0.1%
261.7226312752388
1
<0.1%
261.4439646617216
1
<0.1%
261.2275561876397
1
<0.1%
260.0825342669072
1
<0.1%
260.0552279312386
1
<0.1%
258.662132149531
1
<0.1%
258.46900278160325
1
<0.1%
258.36253786275745
1
<0.1%
258.2410063737875
1
<0.1%
primary_cleaner.input.depressant
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.tail_ag
0.50
rougher.input.feed_ag
0.47
primary_cleaner.output.concentrate_sol
0.46
primary_cleaner.input.sulfate
0.41
rougher.input.feed_au
0.39
primary_cleaner.output.tail_pb
0.38
rougher.input.feed_sum
0.35
rougher.input.floatbank10_xanthate
0.35
rougher.input.floatbank11_xanthate
0.34
rougher.input.feed_pb
0.30
secondary_cleaner.output.tail_sol
0.30
primary_cleaner.output.concentrate_ag
0.29
primary_cleaner.output.tail_ag
0.29
rougher.state.floatbank10_b_level
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
8.038311297732154
16
<0.1%
0.0
10
<0.1%
11.560038212241974
1
<0.1%
8.006372687067037
1
<0.1%
8.454193397134661
1
<0.1%
8.051507513201143
1
<0.1%
9.99699250926438
1
<0.1%
5.488593109157439
1
<0.1%
8.96330597580862
1
<0.1%
4.9485311410037625
1
<0.1%
12.50421335025722
1
<0.1%
5.012759616427664
1
<0.1%
8.02644781664045
1
<0.1%
6.489329507394514
1
<0.1%
5.505439413650715
1
<0.1%
SMALLEST VALUES
0.0
10
<0.1%
0.0122440729508683
1
<0.1%
0.0123730850406995
1
<0.1%
0.0424758670042046
1
<0.1%
0.0618642857017525
1
<0.1%
0.1133558760659602
1
<0.1%
0.1350999388246407
1
<0.1%
0.2174706281721684
1
<0.1%
0.3354853224210779
1
<0.1%
0.4346049484767031
1
<0.1%
0.5373259139110421
1
<0.1%
0.6586255196357297
1
<0.1%
0.8615125001543665
1
<0.1%
0.9036803782251492
1
<0.1%
1.0405399949256997
1
<0.1%
LARGEST VALUES
40.0
1
<0.1%
20.05225542905148
1
<0.1%
20.04676416205991
1
<0.1%
20.04582725092961
1
<0.1%
20.0385903243066
1
<0.1%
20.03696506812909
1
<0.1%
20.03038847449887
1
<0.1%
20.02832556641483
1
<0.1%
20.02461295596128
1
<0.1%
20.02278605221422
1
<0.1%
20.02129047580492
1
<0.1%
20.016119915453896
1
<0.1%
20.014703494910805
1
<0.1%
20.0140355288406
1
<0.1%
20.012914074608744
1
<0.1%
primary_cleaner.input.feed_size
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.tail_sol
0.34
secondary_cleaner.output.tail_sol
0.33
rougher.state.floatbank10_a_level
-0.31
final.output.tail_sol
0.30
secondary_cleaner.output.tail_pb
-0.29
rougher.calculation.au_pb_ratio
0.27
secondary_cleaner.state.floatbank4_a_air
-0.26
primary_cleaner.output.concentrate_sol
0.24
secondary_cleaner.state.floatbank4_b_air
-0.22
rougher.output.concentrate_pb
-0.21
final.output.concentrate_sol
0.20
rougher.output.tail_ag
0.19
primary_cleaner.output.tail_ag
-0.19
primary_cleaner.output.tail_pb
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
7.25
355
1.9%
7.300000190734862
244
1.3%
7.199999809265138
225
1.2%
7.0
211
1.1%
7.699999809265138
197
1.1%
7.099999904632568
174
0.9%
7.420000076293945
171
0.9%
7.5
170
0.9%
7.400000095367432
162
0.9%
7.28000020980835
154
0.8%
7.380000114440918
142
0.8%
6.800000190734862
141
0.8%
7.309999942779541
138
0.7%
7.800000190734862
137
0.7%
7.349999904632567
132
0.7%
SMALLEST VALUES
1.0800000429153442
7
<0.1%
1.080007382604519
1
<0.1%
4.96999979019165
13
<0.1%
5.309999942779541
9
<0.1%
5.4099998474121085
3
<0.1%
5.463333175659137
1
<0.1%
5.489999725341841
1
<0.1%
5.489999771118164
5
<0.1%
5.499999565124381
1
<0.1%
5.50999989382414
1
<0.1%
5.51000029394369
1
<0.1%
5.519999980926514
1
<0.1%
5.539999961853027
7
<0.1%
5.599999904632568
16
<0.1%
5.610000133514403
6
<0.1%
LARGEST VALUES
15.5
1
<0.1%
11.470007920201564
1
<0.1%
10.470000267028809
2
<0.1%
10.100000381469728
1
<0.1%
10.100000193277891
1
<0.1%
9.770000457763672
1
<0.1%
9.769998273849025
1
<0.1%
9.630000114440918
6
<0.1%
9.619999885559082
1
<0.1%
9.579999923706056
14
<0.1%
9.471333093431188
1
<0.1%
9.445000068876592
1
<0.1%
9.4399995803833
6
<0.1%
9.439998180262204
1
<0.1%
9.430000137541011
1
<0.1%
primary_cleaner.input.xanthate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.input.sulfate
0.47
rougher.input.floatbank10_xanthate
0.42
rougher.input.floatbank11_xanthate
0.41
primary_cleaner.output.concentrate_ag
0.38
rougher.input.feed_sum
0.35
rougher.input.feed_rate
0.34
primary_cleaner.output.concentrate_sol
0.33
rougher.state.floatbank10_c_level
-0.32
rougher.state.floatbank10_d_level
-0.32
rougher.state.floatbank10_b_level
-0.32
rougher.state.floatbank10_e_level
-0.32
rougher.state.floatbank10_f_level
-0.31
rougher.input.floatbank11_sulfate
0.29
rougher.state.floatbank10_c_air
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.9408625401154992
87
0.5%
0.9009371913343628
1
<0.1%
1.6211172342759974
1
<0.1%
0.6056826499791509
1
<0.1%
0.8721299470179831
1
<0.1%
0.4885445525857795
1
<0.1%
0.9457185474697904
1
<0.1%
1.0083311292762045
1
<0.1%
1.7654428882869826
1
<0.1%
0.919053824831828
1
<0.1%
0.6412448081236463
1
<0.1%
0.8190086020579471
1
<0.1%
0.991204931977224
1
<0.1%
1.2013522404951211
1
<0.1%
1.021675447617456
1
<0.1%
SMALLEST VALUES
4.632753108427441e-06
1
<0.1%
0.000154395565078
1
<0.1%
0.0002909372278469
1
<0.1%
0.000345581780865
1
<0.1%
0.0004167947759265
1
<0.1%
0.0004171789531578
1
<0.1%
0.0004955045480976
1
<0.1%
0.0010861703504828
1
<0.1%
0.001158668497198
1
<0.1%
0.0012849373045247
1
<0.1%
0.0014242186042598
1
<0.1%
0.0014555015550475
1
<0.1%
0.0015125267883335
1
<0.1%
0.0015305758054107
1
<0.1%
0.0017250892588434
1
<0.1%
LARGEST VALUES
4.102454357303357
1
<0.1%
4.068384265252578
1
<0.1%
4.027341043460633
1
<0.1%
4.014188217602367
1
<0.1%
4.012051591341496
1
<0.1%
4.008030207503318
1
<0.1%
4.006994799042953
1
<0.1%
3.999060408525
1
<0.1%
3.997988003229085
1
<0.1%
3.996898164255248
1
<0.1%
3.996182643102109
1
<0.1%
3.995436897206418
1
<0.1%
3.994639077046024
1
<0.1%
3.9946072554519394
1
<0.1%
3.9920225863327072
1
<0.1%
primary_cleaner.state.floatbank8_a_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_b_air
0.95
primary_cleaner.state.floatbank8_c_air
0.91
secondary_cleaner.state.floatbank4_a_air
0.55
secondary_cleaner.state.floatbank5_a_air
0.55
secondary_cleaner.state.floatbank4_b_air
0.52
secondary_cleaner.state.floatbank5_b_air
0.51
secondary_cleaner.state.floatbank3_a_air
0.46
rougher.state.floatbank10_a_air
0.38
primary_cleaner.state.floatbank8_d_air
0.37
secondary_cleaner.state.floatbank3_b_air
0.37
rougher.state.floatbank10_b_level
0.35
rougher.state.floatbank10_c_level
0.35
secondary_cleaner.state.floatbank6_a_air
0.34
rougher.state.floatbank10_f_level
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1600.5965661636058
5
<0.1%
1613.14731985017
1
<0.1%
1696.8211397646778
1
<0.1%
1500.475716223297
1
<0.1%
1502.6226762239985
1
<0.1%
1499.4203702575448
1
<0.1%
1401.680888078645
1
<0.1%
1501.2384696697388
1
<0.1%
1684.3140796606876
1
<0.1%
1773.4848250662694
1
<0.1%
1528.8658343091406
1
<0.1%
1551.628292639345
1
<0.1%
1498.8537746731793
1
<0.1%
1699.6466599705593
1
<0.1%
1698.9528011817206
1
<0.1%
SMALLEST VALUES
5.445860420839301e-32
1
<0.1%
7.805873763118452e-32
1
<0.1%
0.0169931008686879
1
<0.1%
304.7881868750361
1
<0.1%
314.2411653408932
1
<0.1%
353.1303709075545
1
<0.1%
531.9262217759247
1
<0.1%
1011.5332023557384
1
<0.1%
1076.9841454893042
1
<0.1%
1098.5839554228903
1
<0.1%
1098.692658391491
1
<0.1%
1098.756336496074
1
<0.1%
1098.8514331935137
1
<0.1%
1098.8795360521433
1
<0.1%
1099.0102079955366
1
<0.1%
LARGEST VALUES
2079.5313399677634
1
<0.1%
2077.513090801688
1
<0.1%
2074.29618268432
1
<0.1%
2073.03791678927
1
<0.1%
2072.425057035862
1
<0.1%
2069.878620108876
1
<0.1%
2061.9034889295194
1
<0.1%
2059.081018569218
1
<0.1%
2058.9942771102446
1
<0.1%
2054.9518203507955
1
<0.1%
2052.6234737769923
1
<0.1%
2039.422413358466
1
<0.1%
1824.6870718525115
1
<0.1%
1817.3433317072809
1
<0.1%
1815.183547319449
1
<0.1%
primary_cleaner.state.floatbank8_a_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_c_level
0.94
primary_cleaner.state.floatbank8_b_level
0.89
primary_cleaner.state.floatbank8_d_level
0.69
primary_cleaner.state.floatbank8_d_air
-0.38
rougher.state.floatbank10_f_air
0.28
secondary_cleaner.state.floatbank2_b_air
0.24
rougher.state.floatbank10_e_air
0.24
rougher.output.concentrate_sol
-0.22
final.output.tail_sol
0.21
rougher.output.concentrate_au
-0.20
secondary_cleaner.state.floatbank3_b_air
0.19
rougher.state.floatbank10_d_air
0.19
rougher.output.concentrate_sum
-0.19
final.output.concentrate_sol
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-500.2196982318546
1
<0.1%
-500.0860055875053
1
<0.1%
-499.6167520264329
1
<0.1%
-501.3137079970166
1
<0.1%
-500.2927097183377
1
<0.1%
-499.9664225595403
1
<0.1%
-499.52202554545687
1
<0.1%
-499.9645000564044
1
<0.1%
-499.86569226537085
1
<0.1%
-499.5745880643786
1
<0.1%
-500.3231885505208
1
<0.1%
-500.9384455564103
1
<0.1%
-400.08404606419714
1
<0.1%
-499.37011539000656
1
<0.1%
-491.94912528195664
1
<0.1%
SMALLEST VALUES
-783.4485507166771
1
<0.1%
-782.5052677993901
1
<0.1%
-782.1951065743489
1
<0.1%
-653.4775775006775
1
<0.1%
-640.8766220605778
1
<0.1%
-633.5971801032507
1
<0.1%
-624.357956299704
1
<0.1%
-604.5714548942268
1
<0.1%
-575.5371054718794
1
<0.1%
-574.7922860272903
1
<0.1%
-563.8402810848387
1
<0.1%
-555.363525390625
1
<0.1%
-552.1791247018543
1
<0.1%
-551.7505212393137
1
<0.1%
-551.6540812228657
1
<0.1%
LARGEST VALUES
-57.195403577578496
1
<0.1%
-189.6968780424297
1
<0.1%
-282.9884434414125
1
<0.1%
-330.13420267663867
1
<0.1%
-347.04056268175384
1
<0.1%
-347.0745264650224
1
<0.1%
-347.2083371975389
1
<0.1%
-347.4710961805949
1
<0.1%
-347.5818652616172
1
<0.1%
-347.8068669367158
1
<0.1%
-348.1782004413664
1
<0.1%
-348.3129259669838
1
<0.1%
-348.4042148643165
1
<0.1%
-348.4517763509024
1
<0.1%
-348.45567338332137
1
<0.1%
primary_cleaner.state.floatbank8_b_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_a_air
0.95
primary_cleaner.state.floatbank8_c_air
0.92
secondary_cleaner.state.floatbank5_a_air
0.54
secondary_cleaner.state.floatbank4_a_air
0.54
secondary_cleaner.state.floatbank4_b_air
0.52
secondary_cleaner.state.floatbank5_b_air
0.50
secondary_cleaner.state.floatbank3_a_air
0.45
rougher.state.floatbank10_a_air
0.40
primary_cleaner.state.floatbank8_d_air
0.38
secondary_cleaner.state.floatbank3_b_air
0.37
rougher.state.floatbank10_b_level
0.35
rougher.state.floatbank10_f_level
0.35
secondary_cleaner.state.floatbank6_a_air
0.35
rougher.state.floatbank10_e_level
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1600.520974906029
5
<0.1%
1202.0782382398393
1
<0.1%
1550.375385660779
1
<0.1%
1550.4699655945356
1
<0.1%
1699.8372342130756
1
<0.1%
1701.7221272482336
1
<0.1%
1501.7010268887784
1
<0.1%
1599.9418488161673
1
<0.1%
1398.8112532900248
1
<0.1%
1754.2485548613315
1
<0.1%
1802.7518032348585
1
<0.1%
1099.304704015674
1
<0.1%
1794.2767924378236
1
<0.1%
1399.8542012572543
1
<0.1%
1599.5769262044864
1
<0.1%
SMALLEST VALUES
6.647490353497346e-32
1
<0.1%
9.528240999785091e-32
1
<0.1%
0.0232751016392952
1
<0.1%
306.00511007672907
1
<0.1%
319.9594894518599
1
<0.1%
354.6484710961233
1
<0.1%
545.9915441242508
1
<0.1%
1012.9339631418824
1
<0.1%
1073.9760044232928
1
<0.1%
1097.0573394780736
1
<0.1%
1097.213703258724
1
<0.1%
1097.38380398895
1
<0.1%
1097.5995451140132
1
<0.1%
1097.6515691913382
1
<0.1%
1097.8412237621271
1
<0.1%
LARGEST VALUES
1825.491263376276
1
<0.1%
1823.922970430076
1
<0.1%
1823.3057714321228
1
<0.1%
1820.750207946642
1
<0.1%
1815.0373029130049
1
<0.1%
1813.556958835832
1
<0.1%
1813.0836709444416
1
<0.1%
1812.275077315885
1
<0.1%
1809.4491208635384
1
<0.1%
1808.1502103750288
1
<0.1%
1807.540129496541
1
<0.1%
1807.3884752545223
1
<0.1%
1806.895076230452
1
<0.1%
1806.8207640583664
1
<0.1%
1806.740308652004
1
<0.1%
primary_cleaner.state.floatbank8_b_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_a_level
0.89
primary_cleaner.state.floatbank8_c_level
0.87
primary_cleaner.state.floatbank8_d_level
0.64
primary_cleaner.state.floatbank8_d_air
-0.37
rougher.state.floatbank10_f_air
0.27
rougher.state.floatbank10_e_air
0.23
rougher.output.concentrate_sol
-0.23
secondary_cleaner.state.floatbank2_b_air
0.22
final.output.tail_sol
0.21
rougher.state.floatbank10_d_air
0.20
rougher.output.concentrate_sum
-0.19
rougher.output.concentrate_au
-0.19
secondary_cleaner.state.floatbank3_b_air
0.18
secondary_cleaner.state.floatbank3_b_level
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-499.6971320918549
1
<0.1%
-400.1049644470581
1
<0.1%
-500.7312768425352
1
<0.1%
-500.396657019935
1
<0.1%
-499.5875310107722
1
<0.1%
-500.6898863472836
1
<0.1%
-499.45271963448425
1
<0.1%
-500.7901351364107
1
<0.1%
-499.1293044991712
1
<0.1%
-449.8251766506065
1
<0.1%
-498.6081406379826
1
<0.1%
-500.5208092860853
1
<0.1%
-499.890957336581
1
<0.1%
-485.9970116978392
1
<0.1%
-500.2439533094999
1
<0.1%
SMALLEST VALUES
-799.9501031535248
1
<0.1%
-799.8159186009602
1
<0.1%
-799.7549416399602
1
<0.1%
-799.5788812482448
1
<0.1%
-799.4028208565293
1
<0.1%
-799.2607878135428
1
<0.1%
-799.2267604644408
1
<0.1%
-799.0507000723521
1
<0.1%
-799.0248722141284
1
<0.1%
-798.8746396802635
1
<0.1%
-798.6985792881751
1
<0.1%
-798.1125079874597
1
<0.1%
-797.3147509670406
1
<0.1%
-797.3081582275172
1
<0.1%
-797.0959567309093
1
<0.1%
LARGEST VALUES
-142.52722919130937
1
<0.1%
-238.8071017482472
1
<0.1%
-246.0478329748076
1
<0.1%
-339.7515245230636
1
<0.1%
-341.6600856955981
1
<0.1%
-347.3543797848756
1
<0.1%
-347.5353085308301
1
<0.1%
-347.798023971647
1
<0.1%
-348.4281708960341
1
<0.1%
-348.5058783507465
1
<0.1%
-348.54151202833054
1
<0.1%
-348.58628408287615
1
<0.1%
-348.5999473152417
1
<0.1%
-348.60147837652954
1
<0.1%
-348.6596948978625
1
<0.1%
primary_cleaner.state.floatbank8_c_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_b_air
0.92
primary_cleaner.state.floatbank8_a_air
0.91
secondary_cleaner.state.floatbank5_a_air
0.58
secondary_cleaner.state.floatbank4_a_air
0.57
secondary_cleaner.state.floatbank5_b_air
0.56
secondary_cleaner.state.floatbank4_b_air
0.56
secondary_cleaner.state.floatbank3_a_air
0.49
secondary_cleaner.state.floatbank3_b_air
0.39
rougher.state.floatbank10_a_air
0.38
primary_cleaner.state.floatbank8_d_air
0.37
secondary_cleaner.state.floatbank6_a_air
0.35
rougher.state.floatbank10_f_level
0.34
rougher.state.floatbank10_b_level
0.34
rougher.state.floatbank10_e_level
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1600.2538902091126
2
<0.1%
1401.3007140163895
1
<0.1%
1651.9384238835437
1
<0.1%
1699.1729416236442
1
<0.1%
1699.5968445392025
1
<0.1%
1499.8080508606306
1
<0.1%
1753.0637118688671
1
<0.1%
1600.0640981475824
1
<0.1%
1598.2316987412803
1
<0.1%
1348.843971911299
1
<0.1%
1498.936634100962
1
<0.1%
1601.8208523577869
1
<0.1%
1599.3478949613489
1
<0.1%
1699.7355265709923
1
<0.1%
1597.9673316912854
1
<0.1%
SMALLEST VALUES
4.033735633025402e-32
1
<0.1%
5.781791803679082e-32
1
<0.1%
0.040552441343752
1
<0.1%
1.4210987163136506
1
<0.1%
212.0354170417973
1
<0.1%
273.53682269695565
1
<0.1%
292.6472714626439
1
<0.1%
304.510642292813
1
<0.1%
354.8858066600458
1
<0.1%
437.6941927099112
1
<0.1%
510.6309499247712
1
<0.1%
575.3312350343192
1
<0.1%
1011.873102163553
1
<0.1%
1032.0276754659162
1
<0.1%
1075.3297964110486
1
<0.1%
LARGEST VALUES
2013.1564570712965
1
<0.1%
1867.634284022246
1
<0.1%
1847.621931843952
1
<0.1%
1842.0408170909348
1
<0.1%
1841.8480663173905
1
<0.1%
1840.6059123567863
1
<0.1%
1839.9281811124488
1
<0.1%
1839.456117171046
1
<0.1%
1839.434867692267
1
<0.1%
1839.064387415346
1
<0.1%
1838.9812878108744
1
<0.1%
1838.3097527813627
1
<0.1%
1838.220839707572
1
<0.1%
1838.1893922682293
1
<0.1%
1837.9431359213668
1
<0.1%
primary_cleaner.state.floatbank8_c_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_a_level
0.94
primary_cleaner.state.floatbank8_b_level
0.87
primary_cleaner.state.floatbank8_d_level
0.69
primary_cleaner.state.floatbank8_d_air
-0.38
rougher.state.floatbank10_f_air
0.28
rougher.state.floatbank10_e_air
0.24
rougher.output.concentrate_sol
-0.23
secondary_cleaner.state.floatbank2_b_air
0.23
final.output.tail_sol
0.21
rougher.state.floatbank10_d_air
0.20
rougher.output.concentrate_sum
-0.19
rougher.output.concentrate_au
-0.19
primary_cleaner.state.floatbank8_a_air
0.18
secondary_cleaner.state.floatbank3_b_air
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-500.49465761826485
1
<0.1%
-499.0287628018284
1
<0.1%
-550.39834597497
1
<0.1%
-500.95734932334886
1
<0.1%
-500.7743634870472
1
<0.1%
-499.73577785841337
1
<0.1%
-497.9725986561202
1
<0.1%
-499.1282185029545
1
<0.1%
-400.8293537411704
1
<0.1%
-499.0391977672731
1
<0.1%
-501.6210422325647
1
<0.1%
-491.9703167900341
1
<0.1%
-499.480218516253
1
<0.1%
-396.53002008253856
1
<0.1%
-499.9113497156706
1
<0.1%
SMALLEST VALUES
-799.9605712890625
1
<0.1%
-799.9293704833788
1
<0.1%
-786.2602566707968
1
<0.1%
-782.9120817844031
1
<0.1%
-778.0845376767401
1
<0.1%
-718.2315402822635
1
<0.1%
-714.6025327992827
1
<0.1%
-709.2138161335707
1
<0.1%
-709.1185183027483
1
<0.1%
-693.9008369117219
1
<0.1%
-677.7166346042671
1
<0.1%
-677.0606217909185
1
<0.1%
-669.2954544349989
1
<0.1%
-663.1986487261382
1
<0.1%
-655.5158591474093
1
<0.1%
LARGEST VALUES
-150.93703496431226
1
<0.1%
-229.33851987059705
1
<0.1%
-290.84540390939355
1
<0.1%
-346.6534498040401
1
<0.1%
-346.79221608880823
1
<0.1%
-347.2576934103438
1
<0.1%
-347.33376452913626
1
<0.1%
-347.4470955530249
1
<0.1%
-348.01878114165453
1
<0.1%
-348.0544080351456
1
<0.1%
-348.2166380861551
1
<0.1%
-348.2408103074318
1
<0.1%
-348.36062632857755
1
<0.1%
-348.39048701592736
1
<0.1%
-348.4681098125636
1
<0.1%
primary_cleaner.state.floatbank8_d_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_c_level
-0.38
primary_cleaner.state.floatbank8_b_air
0.38
primary_cleaner.state.floatbank8_a_level
-0.38
primary_cleaner.state.floatbank8_c_air
0.37
primary_cleaner.state.floatbank8_b_level
-0.37
primary_cleaner.state.floatbank8_a_air
0.37
secondary_cleaner.state.floatbank4_a_air
0.36
primary_cleaner.state.floatbank8_d_level
-0.35
rougher.state.floatbank10_a_level
0.30
final.output.tail_sol
-0.29
secondary_cleaner.state.floatbank4_b_air
0.29
secondary_cleaner.state.floatbank5_a_air
0.28
secondary_cleaner.state.floatbank5_b_air
0.25
rougher.output.concentrate_sol
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1599.4474703799433
3
<0.1%
1301.4861040200528
1
<0.1%
1348.5985627608932
1
<0.1%
1328.902433856571
1
<0.1%
1600.8294356376955
1
<0.1%
1335.7635378708776
1
<0.1%
1623.1637631054114
1
<0.1%
1695.0297272204775
1
<0.1%
1751.1656577217068
1
<0.1%
1546.7755434701392
1
<0.1%
1584.1103459759022
1
<0.1%
1689.3336266745466
1
<0.1%
1699.6054671168963
1
<0.1%
1699.3708614324944
1
<0.1%
2398.726648748565
1
<0.1%
SMALLEST VALUES
4.039219625523283e-32
1
<0.1%
5.789652334403031e-32
1
<0.1%
0.0231525599122365
1
<0.1%
131.32167192359498
1
<0.1%
283.5996125628723
1
<0.1%
352.9997739813083
1
<0.1%
469.9573846785328
1
<0.1%
514.6497545429899
1
<0.1%
523.3482188143406
1
<0.1%
533.5731012016429
1
<0.1%
544.4345417396469
1
<0.1%
544.7458839693641
1
<0.1%
546.5766064178706
1
<0.1%
546.8447710100442
1
<0.1%
548.1485415814966
1
<0.1%
LARGEST VALUES
2398.888372885701
1
<0.1%
2398.882674666427
1
<0.1%
2398.877266069705
1
<0.1%
2398.876913079724
1
<0.1%
2398.8710789591096
1
<0.1%
2398.870892663441
1
<0.1%
2398.869515140161
1
<0.1%
2398.8565201627325
1
<0.1%
2398.855072539016
1
<0.1%
2398.854690565262
1
<0.1%
2398.8533713875504
1
<0.1%
2398.853050444996
1
<0.1%
2398.850839350304
1
<0.1%
2398.8506827069486
1
<0.1%
2398.8485138852343
1
<0.1%
primary_cleaner.state.floatbank8_d_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_a_level
0.69
primary_cleaner.state.floatbank8_c_level
0.69
primary_cleaner.state.floatbank8_b_level
0.64
primary_cleaner.state.floatbank8_d_air
-0.35
rougher.state.floatbank10_f_air
0.28
rougher.state.floatbank10_e_air
0.23
secondary_cleaner.state.floatbank2_b_air
0.20
rougher.state.floatbank10_d_air
0.19
rougher.output.concentrate_sol
-0.17
final.output.concentrate_sol
-0.16
rougher.state.floatbank10_b_air
0.16
final.output.tail_sol
0.16
secondary_cleaner.state.floatbank2_a_air
0.16
rougher.output.concentrate_sum
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-500.2818206221677
1
<0.1%
-499.1690245301685
1
<0.1%
-499.322963076475
1
<0.1%
-499.4039585225033
1
<0.1%
-499.766522077594
1
<0.1%
-499.723538863616
1
<0.1%
-533.7518305746731
1
<0.1%
-499.7910153521002
1
<0.1%
-500.8515751723269
1
<0.1%
-399.71583467649
1
<0.1%
-500.6121869826172
1
<0.1%
-499.8661858772247
1
<0.1%
-501.0868102244871
1
<0.1%
-402.7357683740846
1
<0.1%
-499.2383555814801
1
<0.1%
SMALLEST VALUES
-799.7942504882812
1
<0.1%
-799.7916183436513
1
<0.1%
-799.7885975345242
1
<0.1%
-799.7616406430562
1
<0.1%
-799.7613692799283
1
<0.1%
-799.697286393684
1
<0.1%
-799.4804468856166
1
<0.1%
-798.9684673934192
1
<0.1%
-798.9139001499814
1
<0.1%
-798.8879562789315
1
<0.1%
-798.7648559718589
1
<0.1%
-797.8055172154246
1
<0.1%
-797.7275870834088
1
<0.1%
-797.6441838507496
1
<0.1%
-797.6148795096096
1
<0.1%
LARGEST VALUES
-30.60182764875876
1
<0.1%
-40.02717625323836
1
<0.1%
-66.37716919486778
1
<0.1%
-107.59509931752136
1
<0.1%
-126.99003286137062
1
<0.1%
-131.86758476470172
1
<0.1%
-137.89169961785194
1
<0.1%
-143.97904870955108
1
<0.1%
-153.07903498722783
1
<0.1%
-154.93755165348813
1
<0.1%
-156.03905199508722
1
<0.1%
-157.2338454069332
1
<0.1%
-158.9505734497778
1
<0.1%
-159.29562035681548
1
<0.1%
-162.43593077519202
1
<0.1%
primary_cleaner.output.concentrate_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.concentrate_sum
0.49
primary_cleaner.input.sulfate
-0.34
final.output.concentrate_au
0.33
final.output.concentrate_ag
-0.31
rougher.input.feed_pb
-0.30
primary_cleaner.output.concentrate_ag
-0.30
rougher.output.recovery
-0.29
rougher.input.feed_ag
-0.29
rougher.input.feed_sum
-0.29
secondary_cleaner.state.floatbank4_b_air
-0.28
rougher.output.concentrate_au
0.27
final.output.tail_ag
-0.25
secondary_cleaner.state.floatbank4_a_air
-0.25
primary_cleaner.input.xanthate
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
30.35080909729004
6
<0.1%
27.76546287536621
5
<0.1%
31.84748649597168
3
<0.1%
32.168624877929695
2
<0.1%
33.58134078979492
2
<0.1%
36.09997538981772
1
<0.1%
36.82937137520125
1
<0.1%
37.83724135067746
1
<0.1%
33.09146883134906
1
<0.1%
31.00708987836582
1
<0.1%
35.17929716406216
1
<0.1%
34.57042871835098
1
<0.1%
27.85642143116259
1
<0.1%
34.549869330696694
1
<0.1%
37.9004380224922
1
<0.1%
SMALLEST VALUES
2.9912558990821063
1
<0.1%
3.9160860651356937
1
<0.1%
3.943261784377844
1
<0.1%
4.116963468156585
1
<0.1%
4.6974980872805565
1
<0.1%
5.217559226815663
1
<0.1%
5.2437543740986765
1
<0.1%
5.418050795300354
1
<0.1%
5.5060580414068285
1
<0.1%
5.5206143573308815
1
<0.1%
5.539182985113658
1
<0.1%
5.565082580161978
1
<0.1%
5.586709300831019
1
<0.1%
5.657651051931478
1
<0.1%
5.964538679046607
1
<0.1%
LARGEST VALUES
45.93393406158813
1
<0.1%
44.9592807065585
1
<0.1%
44.62632638078662
1
<0.1%
44.5503248745638
1
<0.1%
44.321981037829794
1
<0.1%
44.28005203734149
1
<0.1%
44.201701326146775
1
<0.1%
44.177984618834685
1
<0.1%
44.07112541479603
1
<0.1%
44.00920327195325
1
<0.1%
43.96446584036082
1
<0.1%
43.70429550792799
1
<0.1%
43.66540712088419
1
<0.1%
43.62394716024468
1
<0.1%
43.56999617647888
1
<0.1%
primary_cleaner.output.concentrate_ag
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.concentrate_sol
0.68
rougher.input.feed_ag
0.62
final.output.concentrate_ag
0.59
rougher.output.concentrate_ag
0.54
rougher.input.feed_sum
0.52
primary_cleaner.output.concentrate_sum
0.50
final.output.tail_ag
0.50
rougher.input.feed_au
0.49
primary_cleaner.input.sulfate
0.44
primary_cleaner.output.tail_sol
0.42
final.output.concentrate_sol
0.38
primary_cleaner.input.xanthate
0.38
rougher.input.floatbank10_xanthate
0.37
rougher.input.floatbank11_xanthate
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
8.33973217010498
6
<0.1%
9.987871170043944
5
<0.1%
7.355843067169189
3
<0.1%
9.526259422302246
2
<0.1%
8.87421703338623
2
<0.1%
11.954659296598209
1
<0.1%
7.956404814711879
1
<0.1%
8.542115240011485
1
<0.1%
11.3773507321454
1
<0.1%
7.508049219452598
1
<0.1%
3.86736658269578
1
<0.1%
12.7118221264211
1
<0.1%
8.935252799128827
1
<0.1%
8.738555744015862
1
<0.1%
6.522935167634209
1
<0.1%
SMALLEST VALUES
1.0123948414119233
1
<0.1%
1.1250561720147745
1
<0.1%
1.1268216217245532
1
<0.1%
1.1749611316140345
1
<0.1%
1.1863192334067247
1
<0.1%
1.259337681003316
1
<0.1%
1.2740828855864594
1
<0.1%
1.3194893548120146
1
<0.1%
1.333128073658348
1
<0.1%
1.3537466195922558
1
<0.1%
1.3925730781214471
1
<0.1%
1.4301949510453495
1
<0.1%
1.4382419201392702
1
<0.1%
1.4464993154972643
1
<0.1%
1.4619198468646573
1
<0.1%
LARGEST VALUES
16.081631749293688
1
<0.1%
15.00578940554056
1
<0.1%
14.924406020586089
1
<0.1%
14.794260203971245
1
<0.1%
14.708860999050437
1
<0.1%
14.63687049317501
1
<0.1%
14.561317892396266
1
<0.1%
14.428076008853846
1
<0.1%
14.382392036303813
1
<0.1%
14.374434420536572
1
<0.1%
14.313499152428069
1
<0.1%
14.258612555394034
1
<0.1%
14.190141349534846
1
<0.1%
14.180479868939438
1
<0.1%
14.159304878345106
1
<0.1%
primary_cleaner.output.concentrate_pb
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_pb
0.55
primary_cleaner.output.concentrate_sum
0.52
rougher.input.feed_pb
0.51
final.output.tail_pb
0.46
secondary_cleaner.output.tail_pb
0.44
rougher.calculation.au_pb_ratio
-0.43
final.output.concentrate_pb
0.41
rougher.input.feed_sum
0.38
primary_cleaner.input.sulfate
0.37
rougher.input.feed_sol
0.35
rougher.output.recovery
0.35
rougher.state.floatbank10_a_level
0.34
primary_cleaner.output.tail_pb
0.30
rougher.state.floatbank10_e_air
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
10.152432639333936
93
0.5%
10.9521484375
6
<0.1%
11.3271484375
6
<0.1%
14.2021484375
6
<0.1%
9.5146484375
4
<0.1%
10.2021484375
4
<0.1%
9.7021484375
3
<0.1%
14.5146484375
3
<0.1%
13.0146484375
3
<0.1%
10.4521484375
3
<0.1%
10.5146484375
3
<0.1%
9.9521484375
2
<0.1%
11.8896484375
2
<0.1%
12.5771484375
2
<0.1%
10.5771484375
2
<0.1%
SMALLEST VALUES
1.2359782836411748
1
<0.1%
1.2546373817986909
1
<0.1%
1.2809866998269637
1
<0.1%
1.315968245036072
1
<0.1%
1.3783587118734917
1
<0.1%
1.3812043699940355
1
<0.1%
1.490516974458264
1
<0.1%
1.5015897496748305
1
<0.1%
1.5189804380625804
1
<0.1%
1.5227606298815872
1
<0.1%
1.5438499686722127
1
<0.1%
1.5596962936429517
1
<0.1%
1.6061209898602424
1
<0.1%
1.6152235929020466
1
<0.1%
1.6247835424609691
1
<0.1%
LARGEST VALUES
17.081278497378033
1
<0.1%
16.877801191541884
1
<0.1%
16.660398118231033
1
<0.1%
16.51989642937978
1
<0.1%
16.36036101712121
1
<0.1%
16.34071238146888
1
<0.1%
16.325650382041932
1
<0.1%
16.321170714696247
1
<0.1%
16.313672507074145
1
<0.1%
16.252433278295733
1
<0.1%
16.203557121596404
1
<0.1%
16.187360694673327
1
<0.1%
16.172102740609812
1
<0.1%
16.154503055678475
1
<0.1%
16.154296875
1
<0.1%
primary_cleaner.output.concentrate_sol
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.concentrate_sum
0.75
primary_cleaner.output.concentrate_ag
0.68
rougher.input.feed_ag
0.58
final.output.tail_ag
0.55
rougher.input.feed_au
0.49
rougher.output.concentrate_ag
0.47
primary_cleaner.input.depressant
0.46
rougher.input.feed_sum
0.46
primary_cleaner.input.sulfate
0.42
rougher.input.floatbank10_xanthate
0.38
rougher.input.floatbank11_xanthate
0.38
primary_cleaner.output.tail_sol
0.36
final.output.concentrate_ag
0.35
primary_cleaner.input.xanthate
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
10.314631592432658
325
1.7%
9.1396484375
6
<0.1%
10.3896484375
5
<0.1%
11.3896484375
3
<0.1%
12.1396484375
2
<0.1%
16.779296875
2
<0.1%
16.279296875
2
<0.1%
7.16357421875
2
<0.1%
18.43658840285407
2
<0.1%
6.556012337811084
1
<0.1%
10.152248126665752
1
<0.1%
16.574768277804058
1
<0.1%
10.2963895450698
1
<0.1%
10.836044207413993
1
<0.1%
8.966681397755941
1
<0.1%
SMALLEST VALUES
0.1724211029145105
1
<0.1%
0.2549870934645555
1
<0.1%
0.3590754604359972
1
<0.1%
0.3667667407533898
1
<0.1%
0.4629469280060018
1
<0.1%
0.5034688871969573
1
<0.1%
0.6160096647913128
1
<0.1%
0.6234836327193138
1
<0.1%
0.6395003894991371
1
<0.1%
0.6458650109557978
1
<0.1%
0.6856943882955239
1
<0.1%
0.6907916528979937
1
<0.1%
0.7066685173888321
1
<0.1%
0.7190392230006789
1
<0.1%
0.7214423378033744
1
<0.1%
LARGEST VALUES
22.458113959100512
1
<0.1%
22.28084523889753
1
<0.1%
22.21361895084381
1
<0.1%
21.85505827056037
1
<0.1%
21.810329598850675
1
<0.1%
21.441441663636105
1
<0.1%
21.425381317138672
1
<0.1%
21.279296875
1
<0.1%
21.11902640713586
1
<0.1%
21.02750351534949
1
<0.1%
20.929235219955444
1
<0.1%
20.89284034729004
1
<0.1%
20.845458894835573
1
<0.1%
20.812584942711727
1
<0.1%
20.796220067871943
1
<0.1%
primary_cleaner.output.tail_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.tail_au
0.64
secondary_cleaner.output.tail_au
0.54
rougher.output.tail_au
0.48
final.output.recovery
-0.44
rougher.output.concentrate_au
0.37
rougher.output.tail_ag
0.36
rougher.input.feed_au
0.28
rougher.output.tail_pb
0.27
rougher.output.tail_sol
-0.26
secondary_cleaner.state.floatbank4_b_air
-0.26
secondary_cleaner.state.floatbank3_a_air
-0.26
secondary_cleaner.state.floatbank5_b_air
-0.26
secondary_cleaner.state.floatbank5_a_air
-0.25
secondary_cleaner.state.floatbank4_a_air
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
102
0.5%
3.769228219985962
6
<0.1%
2.5007400512695312
5
<0.1%
2.6151154041290283
3
<0.1%
2.4294118881225586
2
<0.1%
6.1516194343566895
2
<0.1%
4.0761237144470215
2
<0.1%
3.1530293296022744
1
<0.1%
5.1383888602647145
1
<0.1%
3.807886097444405
1
<0.1%
3.7974834531223953
1
<0.1%
3.7730458946203775
1
<0.1%
3.504551355106594
1
<0.1%
3.8353801176671296
1
<0.1%
1.8048782330456463
1
<0.1%
SMALLEST VALUES
0.0
102
0.5%
0.0452692605669451
1
<0.1%
0.0520553122077419
1
<0.1%
0.056645799520417
1
<0.1%
0.1256447129517659
1
<0.1%
0.1274631669032815
1
<0.1%
0.1291889790795418
1
<0.1%
0.1447714451214899
1
<0.1%
0.1587906239443701
1
<0.1%
0.1960967034761931
1
<0.1%
0.1996717850886287
1
<0.1%
0.2379312980260289
1
<0.1%
0.2817557082634671
1
<0.1%
0.2836522242914399
1
<0.1%
0.2986530339057208
1
<0.1%
LARGEST VALUES
17.281571636283115
1
<0.1%
16.82601280164663
1
<0.1%
16.637763308155456
1
<0.1%
16.534402561463033
1
<0.1%
16.52526582502723
1
<0.1%
16.349499442159594
1
<0.1%
16.037557814014544
1
<0.1%
15.753198387224105
1
<0.1%
15.462902693517444
1
<0.1%
15.33249736964006
1
<0.1%
15.156998082819458
1
<0.1%
14.827297351259311
1
<0.1%
14.789800041623664
1
<0.1%
14.776889329019092
1
<0.1%
14.60559969273848
1
<0.1%
primary_cleaner.output.tail_ag
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.tail_pb
0.93
final.output.tail_ag
0.54
rougher.state.floatbank10_c_air
-0.53
rougher.state.floatbank10_d_air
-0.52
rougher.state.floatbank10_b_air
-0.49
secondary_cleaner.output.tail_pb
0.42
secondary_cleaner.output.tail_ag
0.42
rougher.output.concentrate_ag
0.40
rougher.state.floatbank10_b_level
-0.39
rougher.state.floatbank10_c_level
-0.39
rougher.state.floatbank10_e_level
-0.38
rougher.state.floatbank10_d_level
-0.38
rougher.state.floatbank10_f_level
-0.38
rougher.state.floatbank10_e_air
-0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
102
0.5%
12.923038482666016
6
<0.1%
18.671520233154297
5
<0.1%
15.84283584993006
5
<0.1%
22.146211624145508
3
<0.1%
19.571922302246094
2
<0.1%
17.533336639404293
2
<0.1%
15.297998428344728
2
<0.1%
13.431936384203556
1
<0.1%
21.32304480674461
1
<0.1%
18.527437437315648
1
<0.1%
18.326797038458995
1
<0.1%
16.137777331020402
1
<0.1%
17.627182921042095
1
<0.1%
15.20504403267599
1
<0.1%
SMALLEST VALUES
0.0
102
0.5%
0.2358191659232478
1
<0.1%
0.3684014689925243
1
<0.1%
0.4372593739412373
1
<0.1%
0.4756788513896834
1
<0.1%
0.5522736496807638
1
<0.1%
0.7106772330064106
1
<0.1%
0.7313111010243625
1
<0.1%
0.8722749689008763
1
<0.1%
1.1208997985126188
1
<0.1%
1.3966581747833615
1
<0.1%
1.398591308374016
1
<0.1%
1.5376927328936292
1
<0.1%
1.5636749459774566
1
<0.1%
2.336497711407695
1
<0.1%
LARGEST VALUES
29.45957462654984
1
<0.1%
29.2591489744054
1
<0.1%
29.15865773126548
1
<0.1%
29.08731601927543
1
<0.1%
29.07989296606001
1
<0.1%
29.04555944077183
1
<0.1%
28.95316502474252
1
<0.1%
28.92008407864085
1
<0.1%
28.888013206800213
1
<0.1%
28.88081418329623
1
<0.1%
28.844629737188484
1
<0.1%
28.763329700596188
1
<0.1%
28.730546844624573
1
<0.1%
28.684580948809195
1
<0.1%
28.68042214114996
1
<0.1%
primary_cleaner.output.tail_pb
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.tail_ag
0.93
rougher.state.floatbank10_d_air
-0.59
rougher.state.floatbank10_c_air
-0.59
rougher.state.floatbank10_b_air
-0.56
final.output.tail_ag
0.55
secondary_cleaner.output.tail_pb
0.53
rougher.input.feed_pb
0.51
rougher.state.floatbank10_b_level
-0.47
rougher.state.floatbank10_c_level
-0.47
rougher.state.floatbank10_e_level
-0.46
rougher.state.floatbank10_d_level
-0.46
rougher.state.floatbank10_f_level
-0.46
rougher.state.floatbank10_e_air
-0.45
rougher.state.floatbank10_f_air
-0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
102
0.5%
3.271153100033602
21
0.1%
2.972412109375
6
<0.1%
4.25732421875
5
<0.1%
6.53857421875
3
<0.1%
3.659912109375
2
<0.1%
5.47607421875
2
<0.1%
2.925537109375
2
<0.1%
2.8560155702961816
1
<0.1%
6.264121781587603
1
<0.1%
5.450555511580573
1
<0.1%
6.1659429367383325
1
<0.1%
1.4414609896805548
1
<0.1%
2.578296826084455
1
<0.1%
4.388676334619522
1
<0.1%
SMALLEST VALUES
0.0
102
0.5%
0.0495524530899193
1
<0.1%
0.0846811544512295
1
<0.1%
0.0897031322245796
1
<0.1%
0.0905179431403262
1
<0.1%
0.0931325746751907
1
<0.1%
0.0934218678168124
1
<0.1%
0.1342882782857244
1
<0.1%
0.1563631407709585
1
<0.1%
0.1630906742759462
1
<0.1%
0.1805425894267237
1
<0.1%
0.1910782078649046
1
<0.1%
0.2733169009339892
1
<0.1%
0.2816597972757881
1
<0.1%
0.2909607029644152
1
<0.1%
LARGEST VALUES
9.634564652972747
1
<0.1%
9.462320645650228
1
<0.1%
9.185113842752244
1
<0.1%
9.182567781077491
1
<0.1%
9.170981994469964
1
<0.1%
9.115165896945529
1
<0.1%
9.09017132335239
1
<0.1%
9.086757560041216
1
<0.1%
9.083748479949104
1
<0.1%
9.050808180703058
1
<0.1%
9.031646644539306
1
<0.1%
8.944329640070599
1
<0.1%
8.940834287537466
1
<0.1%
8.911600868437025
1
<0.1%
8.90240096304152
1
<0.1%
primary_cleaner.output.tail_sol
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.input.sulfate
0.50
final.output.tail_sol
0.47
rougher.input.feed_sum
0.46
rougher.input.feed_au
0.43
primary_cleaner.output.concentrate_ag
0.42
final.output.concentrate_sol
0.39
rougher.input.feed_ag
0.38
primary_cleaner.output.concentrate_sol
0.36
rougher.input.floatbank11_sulfate
0.35
secondary_cleaner.output.tail_pb
-0.34
primary_cleaner.input.feed_size
0.34
secondary_cleaner.output.tail_sol
0.32
rougher.input.floatbank10_sulfate
0.31
rougher.input.feed_sol
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
102
0.5%
8.183672595756747
45
0.2%
10.5771484375
6
<0.1%
5.72607421875
5
<0.1%
4.63232421875
3
<0.1%
9.5771484375
2
<0.1%
9.4521484375
2
<0.1%
4.91357421875
2
<0.1%
10.605831127166748
1
<0.1%
8.471401840845742
1
<0.1%
7.0041931438446055
1
<0.1%
6.082728424866994
1
<0.1%
7.033126225471497
1
<0.1%
6.888290184338888
1
<0.1%
7.90897760970518
1
<0.1%
SMALLEST VALUES
0.0
102
0.5%
0.0333033095676607
1
<0.1%
0.0742031429185428
1
<0.1%
0.1794703748325506
1
<0.1%
0.2236886550025277
1
<0.1%
0.22374178483535
1
<0.1%
0.2485994639247656
1
<0.1%
0.2545246408838365
1
<0.1%
0.2890635145414206
1
<0.1%
0.2960603895441939
1
<0.1%
0.3402134498385971
1
<0.1%
0.417996801916096
1
<0.1%
0.4337507712035181
1
<0.1%
0.4365639767506057
1
<0.1%
0.4517243059286719
1
<0.1%
LARGEST VALUES
22.276364269711905
1
<0.1%
20.942417424519856
1
<0.1%
18.405206003609205
1
<0.1%
18.08664028274516
1
<0.1%
17.369725721983446
1
<0.1%
16.999947286150935
1
<0.1%
16.827988721446854
1
<0.1%
16.27019298458679
1
<0.1%
16.19385615525974
1
<0.1%
16.022357691985864
1
<0.1%
15.958241049378286
1
<0.1%
15.352702968907025
1
<0.1%
15.255156021647982
1
<0.1%
15.078138601966202
1
<0.1%
15.043354121843974
1
<0.1%
secondary_cleaner.state.floatbank2_a_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank2_b_air
0.88
secondary_cleaner.state.floatbank2_b_level
0.50
secondary_cleaner.state.floatbank2_a_level
0.50
secondary_cleaner.state.floatbank4_a_air
0.46
secondary_cleaner.output.tail_ag
0.44
secondary_cleaner.state.floatbank3_a_air
0.41
secondary_cleaner.state.floatbank4_b_air
0.40
secondary_cleaner.state.floatbank5_b_air
0.39
secondary_cleaner.state.floatbank5_a_air
0.37
secondary_cleaner.output.tail_pb
0.37
primary_cleaner.state.floatbank8_c_air
0.32
secondary_cleaner.state.floatbank3_b_air
0.31
primary_cleaner.state.floatbank8_a_air
0.30
rougher.state.floatbank10_a_level
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
29.09994332060787
214
1.2%
25.319265365600582
2
<0.1%
35.02290005046226
1
<0.1%
25.06778448486279
1
<0.1%
28.09264858721659
1
<0.1%
26.01566153281691
1
<0.1%
19.943896896501123
1
<0.1%
30.039751552777904
1
<0.1%
21.85612771558973
1
<0.1%
30.90548685098347
1
<0.1%
24.8929861504362
1
<0.1%
29.99151675881842
1
<0.1%
29.97668036660804
1
<0.1%
25.88683407315052
1
<0.1%
29.931712203625487
1
<0.1%
SMALLEST VALUES
0.0775025574958832
1
<0.1%
0.1220129463019562
1
<0.1%
0.1425403387677508
1
<0.1%
0.1440420449045963
1
<0.1%
0.1627968877969555
1
<0.1%
0.1654316327144127
1
<0.1%
0.1711642526553127
1
<0.1%
0.1724820807731179
1
<0.1%
0.1729843456837942
1
<0.1%
0.1740051930681562
1
<0.1%
0.1742315870774578
1
<0.1%
0.195610726394316
1
<0.1%
0.1967667507093996
1
<0.1%
0.1992571114598592
1
<0.1%
0.2004919226004577
1
<0.1%
LARGEST VALUES
52.65139882162119
1
<0.1%
50.52789074323425
1
<0.1%
48.82278094606722
1
<0.1%
48.07198942763544
1
<0.1%
46.91760519754703
1
<0.1%
46.55128110134911
1
<0.1%
44.64774774907429
1
<0.1%
43.208214397093066
1
<0.1%
43.08269387863975
1
<0.1%
42.96430496012615
1
<0.1%
42.68573053307271
1
<0.1%
42.58979590932398
1
<0.1%
42.53257692242536
1
<0.1%
42.3667197268604
1
<0.1%
41.7703035654181
1
<0.1%
secondary_cleaner.state.floatbank2_a_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank2_b_level
0.90
secondary_cleaner.state.floatbank2_a_air
0.50
secondary_cleaner.output.tail_ag
0.47
secondary_cleaner.state.floatbank2_b_air
0.40
secondary_cleaner.output.tail_sol
0.37
secondary_cleaner.output.tail_au
0.28
secondary_cleaner.output.tail_pb
0.24
secondary_cleaner.state.floatbank5_b_air
-0.22
secondary_cleaner.state.floatbank3_b_level
0.22
secondary_cleaner.state.floatbank4_b_air
-0.21
secondary_cleaner.state.floatbank5_a_air
-0.21
rougher.state.floatbank10_a_air
-0.20
primary_cleaner.state.floatbank8_a_level
0.18
rougher.input.feed_rate
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-499.95235877749946
1
<0.1%
-498.155236357826
1
<0.1%
-500.4728749273848
1
<0.1%
-499.9466869193936
1
<0.1%
-500.01152398028887
1
<0.1%
-500.002223817472
1
<0.1%
-499.6872941285057
1
<0.1%
-499.9690563404761
1
<0.1%
-500.0717495854743
1
<0.1%
-500.1223336102463
1
<0.1%
-499.9922998851232
1
<0.1%
-499.50935730026697
1
<0.1%
-499.4528896968744
1
<0.1%
-499.484642588538
1
<0.1%
-500.1782036759204
1
<0.1%
SMALLEST VALUES
-799.6064406505061
1
<0.1%
-799.6057617041215
1
<0.1%
-799.6027237032257
1
<0.1%
-799.5990067559454
1
<0.1%
-799.5988511232124
1
<0.1%
-799.5980434151097
1
<0.1%
-799.5965625788893
1
<0.1%
-799.5963300105212
1
<0.1%
-799.5963079204365
1
<0.1%
-799.5960359485774
1
<0.1%
-799.5952898086654
1
<0.1%
-799.5946166059331
1
<0.1%
-799.5942125873507
1
<0.1%
-799.5929791745406
1
<0.1%
-799.5929032013447
1
<0.1%
LARGEST VALUES
-127.87556529194616
1
<0.1%
-166.9331031907463
1
<0.1%
-172.6390776327298
1
<0.1%
-179.58385671754428
1
<0.1%
-194.4556203181945
1
<0.1%
-203.804751218495
1
<0.1%
-207.03883945169852
1
<0.1%
-208.55235806099307
1
<0.1%
-216.45528903656088
1
<0.1%
-218.0201630069279
1
<0.1%
-224.57656839676568
1
<0.1%
-237.69595981461484
1
<0.1%
-238.03051595731915
1
<0.1%
-243.64982274596127
1
<0.1%
-263.2112737100203
1
<0.1%
secondary_cleaner.state.floatbank2_b_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank2_a_air
0.88
secondary_cleaner.state.floatbank4_b_air
0.53
secondary_cleaner.state.floatbank3_b_air
0.50
secondary_cleaner.state.floatbank3_a_air
0.48
secondary_cleaner.state.floatbank5_b_air
0.47
secondary_cleaner.state.floatbank4_a_air
0.42
secondary_cleaner.state.floatbank2_b_level
0.41
secondary_cleaner.state.floatbank2_a_level
0.40
secondary_cleaner.state.floatbank5_a_air
0.37
secondary_cleaner.output.tail_ag
0.37
primary_cleaner.state.floatbank8_c_air
0.34
primary_cleaner.state.floatbank8_a_air
0.31
secondary_cleaner.output.tail_pb
0.29
rougher.state.floatbank10_a_air
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1.4287966821244802e-17
66
0.4%
1.0259545622041334e-16
39
0.2%
2.1634080417222903e-16
19
0.1%
25.043289117997887
9
<0.1%
0.0
7
<0.1%
8.210019869675627e-18
5
<0.1%
4.1787496950064045e-17
4
<0.1%
23.04493992059329
1
<0.1%
23.06390314113214
1
<0.1%
30.00532761672915
1
<0.1%
30.96695927985765
1
<0.1%
15.057740838021363
1
<0.1%
19.07130534516611
1
<0.1%
31.860972846428968
1
<0.1%
28.083564580417708
1
<0.1%
SMALLEST VALUES
0.0
7
<0.1%
6.778101185590157e-18
1
<0.1%
8.210019869675627e-18
5
<0.1%
9.309321424987273e-18
1
<0.1%
1.2765265003308077e-17
1
<0.1%
1.4287966821244802e-17
66
0.4%
1.6300156895527853e-17
1
<0.1%
1.983504878774764e-17
1
<0.1%
2.2325073682852958e-17
1
<0.1%
2.2365170311987525e-17
1
<0.1%
2.3369940679967408e-17
1
<0.1%
2.4003398625871448e-17
1
<0.1%
2.5362733673080748e-17
1
<0.1%
2.6470460457513008e-17
1
<0.1%
2.680761149651761e-17
1
<0.1%
LARGEST VALUES
35.15212196778239
1
<0.1%
35.08958285223052
1
<0.1%
35.07977412222921
1
<0.1%
35.07775230001917
1
<0.1%
35.066036204145746
1
<0.1%
35.06366538500969
1
<0.1%
35.06267913978549
1
<0.1%
35.06013016446519
1
<0.1%
35.05327665788917
1
<0.1%
35.04956302799224
1
<0.1%
35.04919237721477
1
<0.1%
35.04841031289028
1
<0.1%
35.046501474182485
1
<0.1%
35.043922104383405
1
<0.1%
35.03994604194111
1
<0.1%
secondary_cleaner.state.floatbank2_b_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank2_a_level
0.90
secondary_cleaner.state.floatbank2_a_air
0.50
secondary_cleaner.output.tail_ag
0.49
secondary_cleaner.state.floatbank2_b_air
0.41
secondary_cleaner.output.tail_sol
0.36
secondary_cleaner.output.tail_au
0.29
secondary_cleaner.output.tail_pb
0.26
secondary_cleaner.state.floatbank3_b_level
0.22
rougher.input.floatbank11_sulfate
0.21
rougher.state.floatbank10_a_air
-0.19
rougher.input.feed_rate
0.18
secondary_cleaner.state.floatbank5_b_air
-0.18
secondary_cleaner.state.floatbank4_b_air
-0.18
secondary_cleaner.state.floatbank5_a_air
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-500.09806468559873
1
<0.1%
-499.998571148722
1
<0.1%
-500.7944260614738
1
<0.1%
-500.5232254778482
1
<0.1%
-399.88703767985913
1
<0.1%
-499.8821820738497
1
<0.1%
-499.8912336683576
1
<0.1%
-500.2165785720872
1
<0.1%
-400.50781719321833
1
<0.1%
-499.6231728557816
1
<0.1%
-499.9576605357202
1
<0.1%
-499.9045219100598
1
<0.1%
-500.5094024330912
1
<0.1%
-500.08694616772783
1
<0.1%
-499.6471049157509
1
<0.1%
SMALLEST VALUES
-799.8738782248871
1
<0.1%
-799.8702924552507
1
<0.1%
-799.8628945840163
1
<0.1%
-799.8626134415542
1
<0.1%
-799.8549344278574
1
<0.1%
-799.8472554141606
1
<0.1%
-799.839576400464
1
<0.1%
-799.8263668069214
1
<0.1%
-799.8190169768117
1
<0.1%
-799.8116671467026
1
<0.1%
-799.8043173165934
1
<0.1%
-799.7905360319131
1
<0.1%
-799.7679293316952
1
<0.1%
-799.7625010399278
1
<0.1%
-799.6646857819618
1
<0.1%
LARGEST VALUES
-211.9992726088799
1
<0.1%
-212.0646651391241
1
<0.1%
-216.6608138838881
1
<0.1%
-221.68480157876087
1
<0.1%
-223.045322626434
1
<0.1%
-224.82832593634163
1
<0.1%
-232.0715490585817
1
<0.1%
-235.5838011370007
1
<0.1%
-238.91876352727863
1
<0.1%
-241.6294535574239
1
<0.1%
-251.52701766486692
1
<0.1%
-251.7027414560322
1
<0.1%
-253.62941728198425
1
<0.1%
-255.33271047473943
1
<0.1%
-262.36728379680176
1
<0.1%
secondary_cleaner.state.floatbank3_a_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank3_b_air
0.77
secondary_cleaner.state.floatbank5_b_air
0.70
secondary_cleaner.state.floatbank4_b_air
0.69
secondary_cleaner.state.floatbank5_a_air
0.64
secondary_cleaner.state.floatbank4_a_air
0.63
primary_cleaner.state.floatbank8_c_air
0.49
secondary_cleaner.state.floatbank2_b_air
0.48
primary_cleaner.state.floatbank8_a_air
0.46
primary_cleaner.state.floatbank8_b_air
0.45
rougher.state.floatbank10_a_air
0.43
secondary_cleaner.state.floatbank2_a_air
0.41
secondary_cleaner.state.floatbank3_a_level
0.37
secondary_cleaner.state.floatbank6_a_air
0.35
rougher.state.floatbank10_a_level
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
8.39509177100314e-17
37
0.2%
1.957942465613427e-17
20
0.1%
27.98212876081668
12
<0.1%
8.299144775647398e-17
8
<0.1%
1.9325893136642278e-16
8
<0.1%
19.971689686618443
1
<0.1%
24.967940048584147
1
<0.1%
36.04085086761643
1
<0.1%
27.01142335464192
1
<0.1%
29.98215627180197
1
<0.1%
24.98683366048298
1
<0.1%
22.9820978652996
1
<0.1%
36.97942633521496
1
<0.1%
25.96571848104147
1
<0.1%
35.011832351026385
1
<0.1%
SMALLEST VALUES
1.8335980968111552e-21
1
<0.1%
1.957942465613427e-17
20
0.1%
2.4952257616130242e-17
1
<0.1%
3.309030735068273e-17
1
<0.1%
4.122835708523526e-17
1
<0.1%
4.936640681978777e-17
1
<0.1%
5.750445655434028e-17
1
<0.1%
6.56425062888928e-17
1
<0.1%
7.37805560234453e-17
1
<0.1%
8.166374128589316e-17
1
<0.1%
8.299144775647398e-17
8
<0.1%
8.39509177100314e-17
37
0.2%
8.854823398408777e-17
1
<0.1%
1.9325893136642278e-16
8
<0.1%
4.398736211459977e-13
1
<0.1%
LARGEST VALUES
44.26046364951683
1
<0.1%
44.0644101333078
1
<0.1%
44.03393973400834
1
<0.1%
44.02599798335815
1
<0.1%
44.01943408074982
1
<0.1%
44.01816356091538
1
<0.1%
44.01485756577001
1
<0.1%
44.01245959178713
1
<0.1%
44.01138895189451
1
<0.1%
43.9999889886499
1
<0.1%
43.998492780560206
1
<0.1%
43.9980567290893
1
<0.1%
43.99239321340817
1
<0.1%
43.99195496374868
1
<0.1%
43.98244518295412
1
<0.1%
secondary_cleaner.state.floatbank3_a_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank3_b_level
0.73
secondary_cleaner.state.floatbank4_a_level
0.63
secondary_cleaner.state.floatbank5_a_level
0.62
secondary_cleaner.state.floatbank5_b_level
0.52
secondary_cleaner.state.floatbank6_a_air
0.40
rougher.state.floatbank10_c_level
0.37
secondary_cleaner.state.floatbank3_a_air
0.37
rougher.state.floatbank10_b_level
0.36
rougher.state.floatbank10_d_level
0.36
rougher.state.floatbank10_f_level
0.34
rougher.state.floatbank10_e_level
0.33
secondary_cleaner.state.floatbank4_b_level
0.32
rougher.state.floatbank10_b_air
0.31
rougher.state.floatbank10_c_air
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-500.1436928792156
1
<0.1%
-399.40494766988365
1
<0.1%
-500.28069972724006
1
<0.1%
-499.3055036834368
1
<0.1%
-500.23563013241096
1
<0.1%
-499.25448105021513
1
<0.1%
-501.3410004697361
1
<0.1%
-500.42134366587663
1
<0.1%
-499.43287477372667
1
<0.1%
-499.86805638936295
1
<0.1%
-499.7644645392817
1
<0.1%
-400.34477819971056
1
<0.1%
-500.2034526024601
1
<0.1%
-500.24035584266136
1
<0.1%
-399.55348619502297
1
<0.1%
SMALLEST VALUES
-799.7557983398438
1
<0.1%
-799.6130133845363
1
<0.1%
-799.5869072111595
1
<0.1%
-799.5862005489593
1
<0.1%
-799.5846376729003
1
<0.1%
-799.5842647146872
1
<0.1%
-799.5830747968413
1
<0.1%
-799.5815119207791
1
<0.1%
-799.581283475092
1
<0.1%
-799.5810467346774
1
<0.1%
-799.5783022354973
1
<0.1%
-799.5781924420462
1
<0.1%
-799.5768232925926
1
<0.1%
-799.5753381494153
1
<0.1%
-799.575320995902
1
<0.1%
LARGEST VALUES
-191.67881012625705
1
<0.1%
-246.3963237514912
1
<0.1%
-246.47985970649563
1
<0.1%
-262.8434118218666
1
<0.1%
-263.47495995285874
1
<0.1%
-274.0507941202654
1
<0.1%
-276.45478591751703
1
<0.1%
-279.54405942050784
1
<0.1%
-285.43467847468463
1
<0.1%
-287.4822813606075
1
<0.1%
-287.81710365355667
1
<0.1%
-288.27546076107484
1
<0.1%
-288.42448552163467
1
<0.1%
-288.5078345976204
1
<0.1%
-297.0864783308753
1
<0.1%
secondary_cleaner.state.floatbank3_b_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank3_a_air
0.77
secondary_cleaner.state.floatbank5_b_air
0.59
secondary_cleaner.state.floatbank4_b_air
0.58
secondary_cleaner.state.floatbank2_b_air
0.50
secondary_cleaner.state.floatbank5_a_air
0.47
primary_cleaner.state.floatbank8_c_air
0.39
secondary_cleaner.state.floatbank6_a_air
0.38
primary_cleaner.state.floatbank8_a_air
0.37
primary_cleaner.state.floatbank8_b_air
0.37
secondary_cleaner.state.floatbank4_a_air
0.36
secondary_cleaner.state.floatbank2_a_air
0.31
secondary_cleaner.state.floatbank3_a_level
0.28
rougher.state.floatbank10_f_air
0.27
secondary_cleaner.output.tail_au
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1.5215874871349634e-17
111
0.6%
1.1584374634718514e-16
4
<0.1%
18.97867699054537
1
<0.1%
28.060565954097363
1
<0.1%
24.95889733387632
1
<0.1%
22.99185404348269
1
<0.1%
27.047680920503225
1
<0.1%
34.98557583259597
1
<0.1%
16.025863098739222
1
<0.1%
16.0128901827044
1
<0.1%
19.983214787617413
1
<0.1%
16.962713030832994
1
<0.1%
19.990286328614896
1
<0.1%
28.00564271101432
1
<0.1%
23.95093627321644
1
<0.1%
SMALLEST VALUES
6.13725605352082e-22
1
<0.1%
1.5215874871349634e-17
111
0.6%
1.1584374634718514e-16
4
<0.1%
3.130302961285025e-10
1
<0.1%
7.771139531014416e-05
1
<0.1%
0.0002627423779391
1
<0.1%
0.0019403701853934
1
<0.1%
0.003828789657329
1
<0.1%
0.0057172091292646
1
<0.1%
0.0076056286012002
1
<0.1%
0.0094940480731358
1
<0.1%
0.0113824675450714
1
<0.1%
0.013270887017007
1
<0.1%
2.040032733446957
1
<0.1%
6.771626860984079
1
<0.1%
LARGEST VALUES
35.072840627699605
1
<0.1%
35.06089015116066
1
<0.1%
35.05423848866576
1
<0.1%
35.052307853125924
1
<0.1%
35.051488208318425
1
<0.1%
35.050290683799794
1
<0.1%
35.04783887608556
1
<0.1%
35.04691155200324
1
<0.1%
35.0460477891366
1
<0.1%
35.045332715605426
1
<0.1%
35.04292981233717
1
<0.1%
35.04267662097789
1
<0.1%
35.041922699946696
1
<0.1%
35.04189108383784
1
<0.1%
35.040775364610575
1
<0.1%
secondary_cleaner.state.floatbank3_b_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank3_a_level
0.73
secondary_cleaner.state.floatbank5_a_level
0.53
secondary_cleaner.state.floatbank5_b_level
0.43
secondary_cleaner.state.floatbank4_a_level
0.36
secondary_cleaner.state.floatbank4_b_air
-0.23
secondary_cleaner.state.floatbank2_b_level
0.22
secondary_cleaner.state.floatbank2_a_level
0.22
rougher.state.floatbank10_b_air
0.21
secondary_cleaner.state.floatbank5_b_air
-0.21
secondary_cleaner.state.floatbank6_a_level
0.21
primary_cleaner.output.tail_pb
-0.21
secondary_cleaner.state.floatbank4_b_level
0.21
rougher.state.floatbank10_c_air
0.19
rougher.state.floatbank10_c_level
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-499.9854356331443
1
<0.1%
-500.0076326362872
1
<0.1%
-498.9678790214172
1
<0.1%
-499.45842340490685
1
<0.1%
-500.0158805103237
1
<0.1%
-499.9795823380485
1
<0.1%
-499.97783387659
1
<0.1%
-399.64206686577074
1
<0.1%
-499.97093191798655
1
<0.1%
-499.97913727320406
1
<0.1%
-499.9657262157476
1
<0.1%
-499.8126442073095
1
<0.1%
-500.0972976276091
1
<0.1%
-499.83228603342576
1
<0.1%
-500.00836900294746
1
<0.1%
SMALLEST VALUES
-809.3330078125
1
<0.1%
-809.2474971010562
1
<0.1%
-809.1643508358809
1
<0.1%
-809.0494776452726
1
<0.1%
-808.9920410499685
1
<0.1%
-808.9346044546645
1
<0.1%
-759.1773808972199
1
<0.1%
-758.764444071895
1
<0.1%
-758.6523333081932
1
<0.1%
-758.4437652949142
1
<0.1%
-758.2995013617045
1
<0.1%
-758.0455403610401
1
<0.1%
-758.0052474478903
1
<0.1%
-757.9330361121938
1
<0.1%
-757.8951653458473
1
<0.1%
LARGEST VALUES
-159.74233084492997
1
<0.1%
-159.79751633077296
1
<0.1%
-163.8885393350584
1
<0.1%
-179.1579136980887
1
<0.1%
-186.5300069369013
1
<0.1%
-194.46683774915616
1
<0.1%
-195.45854464695137
1
<0.1%
-205.30817790328703
1
<0.1%
-212.73885087568385
1
<0.1%
-218.7654543625644
1
<0.1%
-224.13184271506347
1
<0.1%
-228.48056127821303
1
<0.1%
-233.3741691057497
1
<0.1%
-255.1138765111885
1
<0.1%
-261.0836717598334
1
<0.1%
secondary_cleaner.state.floatbank4_a_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank4_b_air
0.85
secondary_cleaner.state.floatbank5_a_air
0.77
secondary_cleaner.state.floatbank5_b_air
0.73
secondary_cleaner.state.floatbank3_a_air
0.63
primary_cleaner.state.floatbank8_c_air
0.57
primary_cleaner.state.floatbank8_a_air
0.55
rougher.state.floatbank10_a_air
0.55
rougher.state.floatbank10_a_level
0.54
primary_cleaner.state.floatbank8_b_air
0.54
secondary_cleaner.state.floatbank2_a_air
0.46
secondary_cleaner.state.floatbank2_b_air
0.42
rougher.output.tail_au
-0.37
secondary_cleaner.state.floatbank3_b_air
0.36
primary_cleaner.state.floatbank8_d_air
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1.0798715180193196e-16
11
<0.1%
18.01748129444987
5
<0.1%
24.98771894750957
1
<0.1%
24.999383288388263
1
<0.1%
22.98086486087436
1
<0.1%
14.500066204158404
1
<0.1%
18.04921022507376
1
<0.1%
23.03561064175929
1
<0.1%
29.98691788493881
1
<0.1%
17.006067880612108
1
<0.1%
8.012052920819594
1
<0.1%
20.027318795322863
1
<0.1%
22.01282877009761
1
<0.1%
18.058294346504272
1
<0.1%
17.973217926536012
1
<0.1%
SMALLEST VALUES
1.0798715180193196e-16
11
<0.1%
2.706260771034864e-10
1
<0.1%
7.271604704341104e-05
1
<0.1%
0.0007949184247706
1
<0.1%
0.0072623420378956
1
<0.1%
0.014843566072707
1
<0.1%
0.0224247901075184
1
<0.1%
0.0277463114883836
1
<0.1%
0.0300060141423299
1
<0.1%
0.0346214856864725
1
<0.1%
0.0375872381771413
1
<0.1%
0.0414966598845614
1
<0.1%
0.0451684622119527
1
<0.1%
0.0483718340826503
1
<0.1%
0.0527496862467641
1
<0.1%
LARGEST VALUES
30.115735428726765
1
<0.1%
30.08450010676005
1
<0.1%
30.078766073693927
1
<0.1%
30.075581037066783
1
<0.1%
30.07549948452091
1
<0.1%
30.074956455294288
1
<0.1%
30.07398160429234
1
<0.1%
30.07377067632701
1
<0.1%
30.0724561138268
1
<0.1%
30.06823556558201
1
<0.1%
30.06787664414649
1
<0.1%
30.067327983309088
1
<0.1%
30.06704686298839
1
<0.1%
30.066684788373035
1
<0.1%
30.065019881237607
1
<0.1%
secondary_cleaner.state.floatbank4_a_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_a_level
0.75
secondary_cleaner.state.floatbank5_b_level
0.65
secondary_cleaner.state.floatbank3_a_level
0.63
secondary_cleaner.state.floatbank4_b_level
0.56
secondary_cleaner.state.floatbank6_a_air
0.51
rougher.state.floatbank10_c_level
0.43
rougher.state.floatbank10_d_level
0.42
rougher.state.floatbank10_b_level
0.42
rougher.state.floatbank10_f_level
0.40
rougher.state.floatbank10_e_level
0.39
secondary_cleaner.state.floatbank3_b_level
0.36
secondary_cleaner.state.floatbank4_a_air
0.33
primary_cleaner.state.floatbank8_b_air
0.32
primary_cleaner.state.floatbank8_a_air
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-501.1786096908452
1
<0.1%
-501.6439909107776
1
<0.1%
-499.3683541935248
1
<0.1%
-550.3793657157975
1
<0.1%
-500.00434289939017
1
<0.1%
-500.5476769832093
1
<0.1%
-400.01564792771086
1
<0.1%
-520.5464074229251
1
<0.1%
-400.9079318961756
1
<0.1%
-500.7165141628197
1
<0.1%
-500.6534888030674
1
<0.1%
-497.4067347204924
1
<0.1%
-398.829869219935
1
<0.1%
-499.5892742261055
1
<0.1%
-489.4210918436964
1
<0.1%
SMALLEST VALUES
-799.7985229492188
1
<0.1%
-799.7067565920906
1
<0.1%
-799.7056666946669
1
<0.1%
-799.705387627493
1
<0.1%
-799.705248093906
1
<0.1%
-799.7051085603191
1
<0.1%
-799.7049690267322
1
<0.1%
-799.7048294931453
1
<0.1%
-799.6914689548619
1
<0.1%
-799.6834448858156
1
<0.1%
-799.6816627023732
1
<0.1%
-799.6809849594141
1
<0.1%
-799.6805898442825
1
<0.1%
-799.6777332477898
1
<0.1%
-799.6761813176331
1
<0.1%
LARGEST VALUES
-245.23918367959504
1
<0.1%
-326.00092991415937
1
<0.1%
-334.92840853087984
1
<0.1%
-351.92200400141843
1
<0.1%
-371.0826250012525
1
<0.1%
-371.8986109413267
1
<0.1%
-377.7607683178103
1
<0.1%
-378.0804501644809
1
<0.1%
-380.056554206431
1
<0.1%
-381.3935371257669
1
<0.1%
-382.23132164115486
1
<0.1%
-383.08984507807406
1
<0.1%
-383.3730526517188
1
<0.1%
-384.2112288366944
1
<0.1%
-386.6883633246184
1
<0.1%
secondary_cleaner.state.floatbank4_b_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_b_air
0.86
secondary_cleaner.state.floatbank4_a_air
0.85
secondary_cleaner.state.floatbank5_a_air
0.78
secondary_cleaner.state.floatbank3_a_air
0.69
secondary_cleaner.state.floatbank3_b_air
0.58
primary_cleaner.state.floatbank8_c_air
0.56
secondary_cleaner.state.floatbank2_b_air
0.53
primary_cleaner.state.floatbank8_a_air
0.52
rougher.state.floatbank10_a_air
0.52
primary_cleaner.state.floatbank8_b_air
0.52
rougher.state.floatbank10_a_level
0.45
secondary_cleaner.state.floatbank2_a_air
0.40
rougher.output.recovery
0.35
rougher.output.tail_au
-0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
2.4897175253974346e-17
19
0.1%
5.048810005187988
5
<0.1%
16.048255920410153
2
<0.1%
23.006157569844422
1
<0.1%
12.997514066030268
1
<0.1%
17.050814216695198
1
<0.1%
14.902187723575542
1
<0.1%
14.891463191430852
1
<0.1%
4.934950282204773
1
<0.1%
12.983107958979916
1
<0.1%
20.02048744231531
1
<0.1%
5.005426004719516
1
<0.1%
14.946245968975749
1
<0.1%
22.980029483651403
1
<0.1%
18.91506487435387
1
<0.1%
SMALLEST VALUES
2.4897175253974346e-17
19
0.1%
2.0301718639537114e-10
1
<0.1%
6.802814105069648e-05
1
<0.1%
0.0313623244547282
1
<0.1%
0.0391334995160877
1
<0.1%
0.0469046745774472
1
<0.1%
0.0546758496388067
1
<0.1%
1.0803427625078847
1
<0.1%
1.4972215920137522
1
<0.1%
4.815716653285373
1
<0.1%
4.8185378517850745
1
<0.1%
4.819345989792803
1
<0.1%
4.829174218531727
1
<0.1%
4.842002941031707
1
<0.1%
4.8504974681735735
1
<0.1%
LARGEST VALUES
24.00791269093764
1
<0.1%
24.00372246171239
1
<0.1%
23.988975806554127
1
<0.1%
23.98119797954073
1
<0.1%
23.981054900191868
1
<0.1%
23.98091182084301
1
<0.1%
23.98076874149415
1
<0.1%
23.98062566214529
1
<0.1%
23.97670449149564
1
<0.1%
23.976703278506843
1
<0.1%
23.96115409115324
1
<0.1%
23.146246072141103
1
<0.1%
23.14564982242573
1
<0.1%
23.14493254035296
1
<0.1%
23.14167426933932
1
<0.1%
secondary_cleaner.state.floatbank4_b_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank4_a_level
0.56
secondary_cleaner.state.floatbank5_a_level
0.42
secondary_cleaner.state.floatbank5_b_level
0.37
rougher.input.floatbank10_sulfate
0.35
secondary_cleaner.state.floatbank3_a_level
0.32
rougher.state.floatbank10_c_level
0.29
rougher.state.floatbank10_d_level
0.29
rougher.state.floatbank10_b_level
0.29
primary_cleaner.output.tail_pb
-0.28
primary_cleaner.output.tail_ag
-0.28
rougher.state.floatbank10_e_level
0.26
rougher.state.floatbank10_f_level
0.26
rougher.input.floatbank11_sulfate
0.25
rougher.state.floatbank10_a_level
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-799.86083984375
3
<0.1%
-500.0949345922414
1
<0.1%
-380.273752643602
1
<0.1%
-499.8818726160705
1
<0.1%
-402.3387136270975
1
<0.1%
-500.6547908168095
1
<0.1%
-501.6100351851017
1
<0.1%
-511.66742063559633
1
<0.1%
-500.4217723553068
1
<0.1%
-499.5560312799305
1
<0.1%
-498.7996625279776
1
<0.1%
-436.0605217720434
1
<0.1%
-380.4245670797303
1
<0.1%
-499.9508104631253
1
<0.1%
-500.4993119925128
1
<0.1%
SMALLEST VALUES
-800.8369140625
1
<0.1%
-799.8794094543672
1
<0.1%
-799.8681707613921
1
<0.1%
-799.8631064018389
1
<0.1%
-799.86083984375
3
<0.1%
-799.8607673255652
1
<0.1%
-799.8605742220624
1
<0.1%
-799.8588318533798
1
<0.1%
-799.8580420422858
1
<0.1%
-799.8560795036244
1
<0.1%
-799.855509862509
1
<0.1%
-799.8554532584897
1
<0.1%
-799.853327153869
1
<0.1%
-799.8529776827327
1
<0.1%
-799.8505748041138
1
<0.1%
LARGEST VALUES
-7.834746167075213
1
<0.1%
-13.175555011337392
1
<0.1%
-29.652676374851023
1
<0.1%
-44.24430197101765
1
<0.1%
-110.5503924029583
1
<0.1%
-111.76974513924428
1
<0.1%
-112.1847165006935
1
<0.1%
-112.38584937681593
1
<0.1%
-112.7987045707908
1
<0.1%
-112.97670023860807
1
<0.1%
-113.57296049455648
1
<0.1%
-113.90879591001044
1
<0.1%
-114.25083150144134
1
<0.1%
-114.541624634905
1
<0.1%
-114.64031975757597
1
<0.1%
secondary_cleaner.state.floatbank5_a_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_b_air
0.89
secondary_cleaner.state.floatbank4_b_air
0.78
secondary_cleaner.state.floatbank4_a_air
0.77
secondary_cleaner.state.floatbank3_a_air
0.64
primary_cleaner.state.floatbank8_c_air
0.58
primary_cleaner.state.floatbank8_a_air
0.55
primary_cleaner.state.floatbank8_b_air
0.54
secondary_cleaner.state.floatbank3_b_air
0.47
secondary_cleaner.state.floatbank6_a_air
0.46
rougher.state.floatbank10_a_air
0.44
rougher.state.floatbank10_a_level
0.40
secondary_cleaner.state.floatbank2_b_air
0.37
secondary_cleaner.state.floatbank2_a_air
0.37
secondary_cleaner.state.floatbank4_a_level
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
15.94553822986491
1
<0.1%
18.018576849866108
1
<0.1%
14.952610024710795
1
<0.1%
21.99981578943297
1
<0.1%
10.912920991286716
1
<0.1%
13.93812580759026
1
<0.1%
12.032450577379606
1
<0.1%
16.641106349982103
1
<0.1%
24.0565418330768
1
<0.1%
18.464461772191587
1
<0.1%
11.036264544510209
1
<0.1%
22.96906488227224
1
<0.1%
18.70295313812373
1
<0.1%
9.682024030282436
1
<0.1%
9.02752555033588
1
<0.1%
SMALLEST VALUES
-0.3720539853057329
1
<0.1%
-0.3719793264694607
1
<0.1%
-0.3717388157593067
1
<0.1%
-0.3714983050491525
1
<0.1%
-0.371490744689409
1
<0.1%
-0.3712577943389984
1
<0.1%
-0.3710172836288442
1
<0.1%
-0.3708644633917443
1
<0.1%
-0.3707767729186901
1
<0.1%
-0.3707044832211731
1
<0.1%
-0.3706460632703692
1
<0.1%
-0.3705876433195654
1
<0.1%
-0.370536262208536
1
<0.1%
-0.3705292233687615
1
<0.1%
-0.3704708034179577
1
<0.1%
LARGEST VALUES
43.70993097932247
1
<0.1%
42.07770131142282
1
<0.1%
41.44230708299661
1
<0.1%
40.52765871856556
1
<0.1%
35.759487472263906
1
<0.1%
35.475806648769385
1
<0.1%
33.326883836190184
1
<0.1%
33.27412148562297
1
<0.1%
33.21599602812194
1
<0.1%
33.21083850517331
1
<0.1%
33.070593006639896
1
<0.1%
33.03109287701744
1
<0.1%
33.00700321351834
1
<0.1%
32.81820988410485
1
<0.1%
32.74586918437681
1
<0.1%
secondary_cleaner.state.floatbank5_a_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_b_level
0.83
secondary_cleaner.state.floatbank4_a_level
0.75
secondary_cleaner.state.floatbank3_a_level
0.62
secondary_cleaner.state.floatbank3_b_level
0.53
secondary_cleaner.state.floatbank6_a_air
0.47
rougher.state.floatbank10_c_level
0.43
rougher.state.floatbank10_d_level
0.42
rougher.state.floatbank10_b_level
0.42
secondary_cleaner.state.floatbank4_b_level
0.42
rougher.state.floatbank10_f_level
0.40
rougher.state.floatbank10_e_level
0.40
secondary_cleaner.state.floatbank6_a_level
0.34
rougher.state.floatbank10_b_air
0.31
rougher.state.floatbank10_c_air
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-500.0335436215072
1
<0.1%
-498.5103369956445
1
<0.1%
-499.94366118807113
1
<0.1%
-450.47918508635126
1
<0.1%
-501.63811505665154
1
<0.1%
-500.2290829298754
1
<0.1%
-499.8571654302095
1
<0.1%
-499.6305303366743
1
<0.1%
-450.1872765241475
1
<0.1%
-499.9276729617957
1
<0.1%
-401.3860963494371
1
<0.1%
-501.0334785361644
1
<0.1%
-500.6219361468928
1
<0.1%
-499.7548372758784
1
<0.1%
-497.8636974720233
1
<0.1%
SMALLEST VALUES
-797.3239856681095
1
<0.1%
-797.1424746400412
1
<0.1%
-796.8572961519983
1
<0.1%
-729.4758163377811
1
<0.1%
-663.3327851124312
1
<0.1%
-651.9641631824186
1
<0.1%
-641.4675281452289
1
<0.1%
-637.398127104607
1
<0.1%
-630.7333859175022
1
<0.1%
-630.5976223745275
1
<0.1%
-620.8324219715212
1
<0.1%
-617.1125126497658
1
<0.1%
-610.1954928667627
1
<0.1%
-606.6627729196282
1
<0.1%
-606.3013242561867
1
<0.1%
LARGEST VALUES
-244.48356646706503
1
<0.1%
-275.0731254824576
1
<0.1%
-282.5348684383985
1
<0.1%
-287.910008568586
1
<0.1%
-288.9635208463088
1
<0.1%
-295.0614405556952
1
<0.1%
-295.3142283997477
1
<0.1%
-295.5332728731427
1
<0.1%
-296.20595230959174
1
<0.1%
-296.36209208577475
1
<0.1%
-296.72926563750667
1
<0.1%
-297.3033433198619
1
<0.1%
-297.34531814922946
1
<0.1%
-297.42061102873777
1
<0.1%
-297.48796479481183
1
<0.1%
secondary_cleaner.state.floatbank5_b_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_a_air
0.89
secondary_cleaner.state.floatbank4_b_air
0.86
secondary_cleaner.state.floatbank4_a_air
0.73
secondary_cleaner.state.floatbank3_a_air
0.70
secondary_cleaner.state.floatbank3_b_air
0.59
primary_cleaner.state.floatbank8_c_air
0.56
primary_cleaner.state.floatbank8_a_air
0.51
primary_cleaner.state.floatbank8_b_air
0.50
secondary_cleaner.state.floatbank6_a_air
0.48
secondary_cleaner.state.floatbank2_b_air
0.47
rougher.state.floatbank10_a_air
0.43
rougher.state.floatbank10_a_level
0.41
secondary_cleaner.state.floatbank2_a_air
0.39
secondary_cleaner.state.floatbank4_a_level
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
12.99611903075119
1
<0.1%
9.996285219847392
1
<0.1%
9.108832004054246
1
<0.1%
20.17774238643732
1
<0.1%
5.092994026167265
1
<0.1%
10.011696003570997
1
<0.1%
11.999867993200748
1
<0.1%
24.0050349631226
1
<0.1%
12.04132611787874
1
<0.1%
10.003235027321624
1
<0.1%
14.9881484370317
1
<0.1%
15.98598314842474
1
<0.1%
10.062210788978184
1
<0.1%
20.021688251573032
1
<0.1%
6.116109965811424
1
<0.1%
SMALLEST VALUES
0.5280828475952148
1
<0.1%
0.6680429497871202
1
<0.1%
1.3584694111889002
1
<0.1%
1.4206060819548016
1
<0.1%
2.781641870201621
1
<0.1%
2.79784861301798
1
<0.1%
2.8133132579011977
1
<0.1%
2.839160642534172
1
<0.1%
2.8399539850713293
1
<0.1%
2.8440890174391606
1
<0.1%
2.8483163402350447
1
<0.1%
2.8563979309328733
1
<0.1%
2.8646892742337102
1
<0.1%
2.8803859884251404
1
<0.1%
2.8820593571246804
1
<0.1%
LARGEST VALUES
27.926001392585444
1
<0.1%
24.803683700950074
1
<0.1%
24.32635992081995
1
<0.1%
24.20642607183621
1
<0.1%
24.177105929544464
1
<0.1%
24.172409532340907
1
<0.1%
24.17240879497345
1
<0.1%
24.15667776918953
1
<0.1%
24.134014814326072
1
<0.1%
24.121305845280386
1
<0.1%
24.109766715202216
1
<0.1%
24.10314538503129
1
<0.1%
24.095490772343307
1
<0.1%
24.08847482606641
1
<0.1%
24.06334078787204
1
<0.1%
secondary_cleaner.state.floatbank5_b_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_a_level
0.83
secondary_cleaner.state.floatbank4_a_level
0.65
secondary_cleaner.state.floatbank3_a_level
0.52
secondary_cleaner.state.floatbank3_b_level
0.43
secondary_cleaner.state.floatbank6_a_air
0.42
rougher.state.floatbank10_c_level
0.38
rougher.state.floatbank10_d_level
0.37
secondary_cleaner.state.floatbank4_b_level
0.37
rougher.state.floatbank10_b_level
0.37
rougher.state.floatbank10_f_level
0.35
rougher.state.floatbank10_e_level
0.35
secondary_cleaner.state.floatbank6_a_level
0.32
secondary_cleaner.output.tail_pb
-0.28
rougher.state.floatbank10_b_air
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-500.23512063868486
1
<0.1%
-449.9759932154829
1
<0.1%
-499.7299841072708
1
<0.1%
-449.6749180497129
1
<0.1%
-499.7234443514552
1
<0.1%
-500.2787813951599
1
<0.1%
-449.8755216397352
1
<0.1%
-499.8524811238309
1
<0.1%
-499.9066601253632
1
<0.1%
-500.3433091918959
1
<0.1%
-499.9509440752702
1
<0.1%
-500.2237955108977
1
<0.1%
-500.0986053365583
1
<0.1%
-499.9999938603272
1
<0.1%
-499.872731751408
1
<0.1%
SMALLEST VALUES
-800.2203369140625
1
<0.1%
-800.1185869923579
1
<0.1%
-800.0061797584956
1
<0.1%
-799.9932871827167
1
<0.1%
-799.9895830856441
1
<0.1%
-799.9858789885711
1
<0.1%
-799.9821748914985
1
<0.1%
-799.9784707944258
1
<0.1%
-799.9747666973527
1
<0.1%
-799.9477259025169
1
<0.1%
-799.3938372625481
1
<0.1%
-799.2065367701676
1
<0.1%
-799.0192362777873
1
<0.1%
-798.8319357854068
1
<0.1%
-798.6446352930266
1
<0.1%
LARGEST VALUES
-137.74000438285594
1
<0.1%
-141.93439716351506
1
<0.1%
-144.17121935851887
1
<0.1%
-148.08008790678434
1
<0.1%
-149.70507483776197
1
<0.1%
-151.05597175273058
1
<0.1%
-152.01455410474043
1
<0.1%
-152.6131126236765
1
<0.1%
-157.39607088804976
1
<0.1%
-160.08679705432334
1
<0.1%
-161.03897248501042
1
<0.1%
-166.78012043826445
1
<0.1%
-167.32503776519786
1
<0.1%
-172.7246604797519
1
<0.1%
-177.90537943621453
1
<0.1%
secondary_cleaner.state.floatbank6_a_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.output.tail_pb
-0.52
secondary_cleaner.state.floatbank4_a_level
0.51
secondary_cleaner.state.floatbank5_b_air
0.48
secondary_cleaner.state.floatbank5_a_level
0.47
rougher.state.floatbank10_c_air
0.47
rougher.state.floatbank10_f_level
0.47
rougher.state.floatbank10_b_level
0.46
rougher.state.floatbank10_c_level
0.46
rougher.state.floatbank10_e_level
0.46
secondary_cleaner.state.floatbank5_a_air
0.46
rougher.state.floatbank10_d_level
0.45
rougher.state.floatbank10_d_air
0.44
secondary_cleaner.state.floatbank5_b_level
0.42
rougher.state.floatbank10_b_air
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
19.96054091799866
2
<0.1%
9.985349225202992
1
<0.1%
22.997377272746736
1
<0.1%
29.97732763785711
1
<0.1%
24.98900496341385
1
<0.1%
9.99021452331485
1
<0.1%
24.98568226574245
1
<0.1%
26.999518744381927
1
<0.1%
12.0178776862092
1
<0.1%
12.999137567091449
1
<0.1%
21.9832743548206
1
<0.1%
12.00653297992906
1
<0.1%
28.01047438811076
1
<0.1%
14.992074531582158
1
<0.1%
22.98767479315593
1
<0.1%
SMALLEST VALUES
-0.0794262290000915
1
<0.1%
0.0168147940068068
1
<0.1%
0.1273038382597353
1
<0.1%
0.1507513167339681
1
<0.1%
0.1603861816854768
1
<0.1%
0.1700210466369856
1
<0.1%
0.1796559115884943
1
<0.1%
0.195324329874147
1
<0.1%
0.2058399031592226
1
<0.1%
0.2145293331680922
1
<0.1%
0.2174705323782766
1
<0.1%
0.2291011615973307
1
<0.1%
0.2309986702502046
1
<0.1%
0.2407317908163847
1
<0.1%
0.2469719849224472
1
<0.1%
LARGEST VALUES
32.1889056610072
1
<0.1%
32.07560494242695
1
<0.1%
32.06238837492141
1
<0.1%
32.042386740680044
1
<0.1%
32.0370071679653
1
<0.1%
32.030347588609004
1
<0.1%
32.02852859701875
1
<0.1%
32.02724919974018
1
<0.1%
32.02103194873578
1
<0.1%
32.020936997523165
1
<0.1%
32.014162621544926
1
<0.1%
32.00990952352705
1
<0.1%
32.00007904368555
1
<0.1%
31.995711351753364
1
<0.1%
31.99028406495247
1
<0.1%
secondary_cleaner.state.floatbank6_a_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_a_level
0.34
secondary_cleaner.state.floatbank5_b_level
0.32
final.output.concentrate_sol
-0.24
secondary_cleaner.state.floatbank3_b_level
0.21
secondary_cleaner.state.floatbank3_a_level
0.20
rougher.output.concentrate_sum
-0.19
secondary_cleaner.state.floatbank4_a_level
0.19
secondary_cleaner.state.floatbank4_b_level
0.19
rougher.output.concentrate_ag
-0.18
rougher.output.concentrate_sol
-0.18
primary_cleaner.output.tail_pb
-0.16
rougher.state.floatbank10_f_air
0.16
rougher.state.floatbank10_e_air
0.16
primary_cleaner.state.floatbank8_a_level
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-499.9506341092663
1
<0.1%
-499.9117416310002
1
<0.1%
-599.7060870708715
1
<0.1%
-500.30103556191625
1
<0.1%
-500.2891574473708
1
<0.1%
-500.81322996970255
1
<0.1%
-500.49138848670617
1
<0.1%
-498.6388665494497
1
<0.1%
-501.0494512775025
1
<0.1%
-499.6587067581804
1
<0.1%
-500.0256046259676
1
<0.1%
-449.4580776455133
1
<0.1%
-500.1810343350817
1
<0.1%
-500.1697687319841
1
<0.1%
-499.2740439840709
1
<0.1%
SMALLEST VALUES
-809.7414635085819
1
<0.1%
-809.7398951491198
1
<0.1%
-809.7381966672802
1
<0.1%
-809.7364981854407
1
<0.1%
-809.7347997036015
1
<0.1%
-809.7331012217619
1
<0.1%
-809.7314027399226
1
<0.1%
-809.7310781129604
1
<0.1%
-809.7297042580832
1
<0.1%
-809.7128976168758
1
<0.1%
-809.6947171207913
1
<0.1%
-809.6765366247066
1
<0.1%
-809.6583561286218
1
<0.1%
-809.6401756325372
1
<0.1%
-809.6333274315512
1
<0.1%
LARGEST VALUES
-104.42745915373588
1
<0.1%
-123.30748682189196
1
<0.1%
-136.6791545728287
1
<0.1%
-183.20201854452569
1
<0.1%
-194.9784109007128
1
<0.1%
-199.0473560758384
1
<0.1%
-199.1231997763265
1
<0.1%
-199.81540665240504
1
<0.1%
-202.0953026654174
1
<0.1%
-202.241979499598
1
<0.1%
-203.58262418799973
1
<0.1%
-203.7326290993085
1
<0.1%
-203.9233801538087
1
<0.1%
-204.68652012300825
1
<0.1%
-204.694459472414
1
<0.1%
secondary_cleaner.output.tail_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.tail_au
0.54
final.output.tail_au
0.47
secondary_cleaner.output.tail_pb
0.41
final.output.recovery
-0.38
secondary_cleaner.output.tail_ag
0.34
secondary_cleaner.state.floatbank2_b_level
0.29
secondary_cleaner.state.floatbank2_a_level
0.28
secondary_cleaner.state.floatbank3_a_air
-0.27
secondary_cleaner.state.floatbank3_b_air
-0.25
rougher.state.floatbank10_d_air
-0.25
rougher.state.floatbank10_b_air
-0.24
rougher.state.floatbank10_f_air
-0.23
rougher.state.floatbank10_c_air
-0.22
rougher.input.floatbank11_sulfate
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
771
4.2%
4.194918632507323
6
<0.1%
3.951134443283081
5
<0.1%
2.1402912139892583
3
<0.1%
6.902626514434815
2
<0.1%
2.035309314727783
2
<0.1%
3.894548756803016
1
<0.1%
3.1618205965085138
1
<0.1%
4.530578950624755
1
<0.1%
2.6496897958658105
1
<0.1%
3.0713705539282867
1
<0.1%
5.698129081662303
1
<0.1%
4.676342077023615
1
<0.1%
3.472111140075912
1
<0.1%
7.699093932535932
1
<0.1%
SMALLEST VALUES
0.0
771
4.2%
0.0335287499855096
1
<0.1%
0.0404780720237694
1
<0.1%
0.0422541277542323
1
<0.1%
0.0511516822069885
1
<0.1%
0.0609567970642062
1
<0.1%
0.0682207537573655
1
<0.1%
0.0724013023103634
1
<0.1%
0.1351530387976405
1
<0.1%
0.1522662781751821
1
<0.1%
0.1846409251806068
1
<0.1%
0.1958610688578422
1
<0.1%
0.227628115959556
1
<0.1%
0.233953015297781
1
<0.1%
0.2485430851260329
1
<0.1%
LARGEST VALUES
26.81164286593949
1
<0.1%
25.65054523585977
1
<0.1%
25.44012810338272
1
<0.1%
25.21777081418839
1
<0.1%
25.194447076001524
1
<0.1%
25.11349952468096
1
<0.1%
25.060558624342143
1
<0.1%
25.01942407563219
1
<0.1%
24.98463871947575
1
<0.1%
24.84798643406002
1
<0.1%
24.827962660941
1
<0.1%
24.744743409757422
1
<0.1%
24.7220065888701
1
<0.1%
24.71431915841564
1
<0.1%
24.62853285544909
1
<0.1%
secondary_cleaner.output.tail_ag
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.output.tail_pb
0.65
secondary_cleaner.state.floatbank2_b_level
0.49
secondary_cleaner.state.floatbank2_a_level
0.47
rougher.state.floatbank10_c_air
-0.46
rougher.state.floatbank10_d_air
-0.44
rougher.state.floatbank10_b_air
-0.44
secondary_cleaner.state.floatbank2_a_air
0.44
rougher.state.floatbank10_b_level
-0.43
rougher.state.floatbank10_c_level
-0.42
secondary_cleaner.state.floatbank6_a_air
-0.42
rougher.state.floatbank10_f_level
-0.42
primary_cleaner.output.tail_ag
0.42
rougher.state.floatbank10_d_level
-0.42
rougher.state.floatbank10_e_level
-0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
771
4.2%
16.059268951416016
6
<0.1%
18.263404846191406
5
<0.1%
16.761260986328125
3
<0.1%
15.641901522253413
2
<0.1%
16.703020095825195
2
<0.1%
17.011648178100586
2
<0.1%
15.007946894442531
1
<0.1%
10.35055877924491
1
<0.1%
15.392152362548206
1
<0.1%
16.562099333390595
1
<0.1%
13.591639071958411
1
<0.1%
19.052682028542524
1
<0.1%
11.6065631364196
1
<0.1%
11.743843392799556
1
<0.1%
SMALLEST VALUES
0.0
771
4.2%
0.1675733191409542
1
<0.1%
0.2481636109268584
1
<0.1%
0.2953601671824193
1
<0.1%
0.2960314482352825
1
<0.1%
0.3186832724119934
1
<0.1%
0.3392474368723318
1
<0.1%
0.4260147514888862
1
<0.1%
0.4478197014941179
1
<0.1%
0.5354363511519842
1
<0.1%
0.5886910738708038
1
<0.1%
0.6156498241093423
1
<0.1%
0.7964570209598807
1
<0.1%
0.9263404992667104
1
<0.1%
0.9643630921613092
1
<0.1%
LARGEST VALUES
23.26473833601824
1
<0.1%
22.554791365668912
1
<0.1%
22.346986882194184
1
<0.1%
22.034133904991343
1
<0.1%
21.86281715714438
1
<0.1%
21.80767707964868
1
<0.1%
21.78988534523481
1
<0.1%
21.24344421885825
1
<0.1%
21.200101204061035
1
<0.1%
21.18513494025502
1
<0.1%
21.137927754920327
1
<0.1%
21.132140172324032
1
<0.1%
21.131285371926307
1
<0.1%
21.076804182833925
1
<0.1%
20.990804671109625
1
<0.1%
secondary_cleaner.output.tail_pb
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.output.tail_ag
0.65
primary_cleaner.output.tail_pb
0.53
secondary_cleaner.state.floatbank6_a_air
-0.52
rougher.output.concentrate_pb
0.52
rougher.state.floatbank10_d_air
-0.51
rougher.state.floatbank10_c_air
-0.51
rougher.calculation.au_pb_ratio
-0.51
rougher.output.tail_ag
-0.50
rougher.state.floatbank10_b_air
-0.49
rougher.state.floatbank10_a_level
0.48
primary_cleaner.output.concentrate_pb
0.44
rougher.state.floatbank10_f_level
-0.43
rougher.state.floatbank10_b_level
-0.43
rougher.state.floatbank10_c_level
-0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
771
4.2%
5.344072635306253
8
<0.1%
9.4521484375
6
<0.1%
8.1396484375
5
<0.1%
12.8896484375
3
<0.1%
5.91357421875
2
<0.1%
4.03857421875
2
<0.1%
9.0146484375
2
<0.1%
3.409912109375
2
<0.1%
9.8896484375
2
<0.1%
8.2021484375
2
<0.1%
2.49571637498008
1
<0.1%
6.227299794753393
1
<0.1%
9.599010871781244
1
<0.1%
6.911606618033515
1
<0.1%
SMALLEST VALUES
0.0
771
4.2%
0.0653704850520524
1
<0.1%
0.0733677399096389
1
<0.1%
0.1003725524880509
1
<0.1%
0.1037845109806706
1
<0.1%
0.1124996484909206
1
<0.1%
0.1349313000403344
1
<0.1%
0.1388524449916763
1
<0.1%
0.1407658216853936
1
<0.1%
0.1779015892909632
1
<0.1%
0.185040362471514
1
<0.1%
0.1851817524122695
1
<0.1%
0.2246192132433255
1
<0.1%
0.2270819882831225
1
<0.1%
0.2303357307236163
1
<0.1%
LARGEST VALUES
17.042504875924852
1
<0.1%
17.02882835335202
1
<0.1%
16.788706141048007
1
<0.1%
16.784315054681567
1
<0.1%
16.783705754280092
1
<0.1%
16.707873645888437
1
<0.1%
16.65627680460612
1
<0.1%
16.432726696862115
1
<0.1%
16.421467555893788
1
<0.1%
16.31080334822337
1
<0.1%
16.09400668328007
1
<0.1%
16.052657494909234
1
<0.1%
16.02774219217814
1
<0.1%
15.851404545141593
1
<0.1%
15.796208262720866
1
<0.1%
secondary_cleaner.output.tail_sol
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_a_level
-0.58
rougher.output.tail_ag
0.43
secondary_cleaner.state.floatbank2_a_level
0.37
secondary_cleaner.state.floatbank2_b_level
0.36
rougher.output.tail_au
0.33
primary_cleaner.input.feed_size
0.33
primary_cleaner.output.tail_sol
0.32
secondary_cleaner.state.floatbank6_a_air
0.32
final.output.concentrate_sol
0.32
rougher.state.floatbank10_d_air
0.31
rougher.state.floatbank10_c_air
0.30
secondary_cleaner.state.floatbank4_a_air
-0.30
primary_cleaner.input.depressant
0.30
secondary_cleaner.output.tail_pb
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
7.685827153656218
1,641
8.8%
0.0
771
4.2%
3.925537109375
6
<0.1%
2.316162109375
5
<0.1%
6.88232421875
2
<0.1%
8.7646484375
2
<0.1%
12.2646484375
2
<0.1%
1.2451210399137602
1
<0.1%
5.236336572037803
1
<0.1%
6.889483152404427
1
<0.1%
7.471347824335099
1
<0.1%
3.9145522406531694
1
<0.1%
10.087181921270158
1
<0.1%
13.498039019372726
1
<0.1%
2.2695560067892075
1
<0.1%
SMALLEST VALUES
0.0
771
4.2%
0.0148978660001012
1
<0.1%
0.0244512676188929
1
<0.1%
0.0504556549925958
1
<0.1%
0.059618592007941
1
<0.1%
0.0632659094037222
1
<0.1%
0.0635364498997862
1
<0.1%
0.0683889904859097
1
<0.1%
0.0846138343297772
1
<0.1%
0.0900182149421319
1
<0.1%
0.0907918512733239
1
<0.1%
0.0988715529379745
1
<0.1%
0.0997973996843373
1
<0.1%
0.1101374870895395
1
<0.1%
0.1242324173015852
1
<0.1%
LARGEST VALUES
17.976171024640397
1
<0.1%
17.451713241439105
1
<0.1%
16.994576256010266
1
<0.1%
16.94628947575887
1
<0.1%
16.552430070771113
1
<0.1%
16.395272892846002
1
<0.1%
16.352793754066028
1
<0.1%
16.332989446421465
1
<0.1%
16.293396245953108
1
<0.1%
16.254290261798438
1
<0.1%
16.238094588716823
1
<0.1%
16.21269961833954
1
<0.1%
16.20082561333974
1
<0.1%
16.14117774315592
1
<0.1%
16.123248699928318
1
<0.1%
final.output.concentrate_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.concentrate_sum
0.75
final.output.concentrate_ag
-0.34
primary_cleaner.output.concentrate_au
0.33
rougher.input.feed_sol
0.21
rougher.output.concentrate_au
0.19
rougher.output.concentrate_sol
0.18
rougher.output.concentrate_sum
0.18
primary_cleaner.output.concentrate_ag
-0.17
rougher.input.feed_rate
0.16
rougher.output.recovery
0.15
primary_cleaner.output.concentrate_sum
0.15
rougher.output.tail_au
-0.15
rougher.input.feed_sum
0.15
primary_cleaner.output.tail_ag
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
46.10503005981445
6
<0.1%
42.52793884277344
5
<0.1%
46.0852165222168
3
<0.1%
44.52821350097656
2
<0.1%
45.36885833740234
2
<0.1%
48.16656494140625
2
<0.1%
44.42729568481445
2
<0.1%
50.25602400421678
1
<0.1%
41.372052647700855
1
<0.1%
46.12942712881868
1
<0.1%
45.63450893192497
1
<0.1%
44.359929622321815
1
<0.1%
45.449395360464926
1
<0.1%
47.802516841617
1
<0.1%
40.36021663930961
1
<0.1%
SMALLEST VALUES
1.482979107612286
1
<0.1%
6.340182613999399
1
<0.1%
6.618958748168856
1
<0.1%
6.907081165874896
1
<0.1%
8.300503438340437
1
<0.1%
8.481922984119086
1
<0.1%
9.722424249260609
1
<0.1%
10.088269761608776
1
<0.1%
10.52435407083298
1
<0.1%
10.58936132462428
1
<0.1%
10.623752135942777
1
<0.1%
10.860680402743
1
<0.1%
11.294003440133917
1
<0.1%
11.307447339119296
1
<0.1%
11.315601463517073
1
<0.1%
LARGEST VALUES
51.49993975913471
1
<0.1%
51.48961163213662
1
<0.1%
51.2330683975628
1
<0.1%
51.10419245907853
1
<0.1%
51.013488537614144
1
<0.1%
50.98562012375821
1
<0.1%
50.96262032223586
1
<0.1%
50.90387093350839
1
<0.1%
50.89796625726449
1
<0.1%
50.88023346726997
1
<0.1%
50.83290988739739
1
<0.1%
50.829432222644655
1
<0.1%
50.80527403035995
1
<0.1%
50.74883204848186
1
<0.1%
50.74031128950301
1
<0.1%
final.output.concentrate_ag
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.concentrate_ag
0.59
rougher.input.feed_ag
0.47
rougher.output.concentrate_ag
0.41
primary_cleaner.output.concentrate_sol
0.35
rougher.input.feed_au
0.34
final.output.concentrate_au
-0.34
final.output.tail_ag
0.33
final.output.concentrate_sol
0.32
secondary_cleaner.output.tail_pb
-0.32
primary_cleaner.output.concentrate_au
-0.31
rougher.output.tail_ag
0.24
final.output.tail_au
0.23
rougher.state.floatbank10_a_level
-0.22
rougher.calculation.au_pb_ratio
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
3.5720245838165283
6
<0.1%
5.955403327941895
5
<0.1%
3.6360056400299072
3
<0.1%
3.132967472076416
2
<0.1%
5.391207218170166
2
<0.1%
3.5545580387115483
2
<0.1%
5.454123973846436
2
<0.1%
6.132938664909992
1
<0.1%
4.511173234863001
1
<0.1%
6.863930665591343
1
<0.1%
5.4354970741532505
1
<0.1%
7.620291341033782
1
<0.1%
5.686971967727788
1
<0.1%
4.0623052845146965
1
<0.1%
6.5514262720932805
1
<0.1%
SMALLEST VALUES
1.0084698264775216
1
<0.1%
1.0463099310512674
1
<0.1%
1.0556367674688625
1
<0.1%
1.1805128900397055
1
<0.1%
1.19248424880304
1
<0.1%
1.2241438506724565
1
<0.1%
1.274695240855784
1
<0.1%
1.2881014995288569
1
<0.1%
1.324117228175437
1
<0.1%
1.3242627803769331
1
<0.1%
1.3900124283699309
1
<0.1%
1.4014060756226665
1
<0.1%
1.4031803395761897
1
<0.1%
1.4157385334998505
1
<0.1%
1.420619507522934
1
<0.1%
LARGEST VALUES
16.001945119452092
1
<0.1%
13.691698775559258
1
<0.1%
13.67350567498582
1
<0.1%
13.571230831150103
1
<0.1%
13.547756562793856
1
<0.1%
13.465578462887176
1
<0.1%
13.190233738336971
1
<0.1%
13.009474374998131
1
<0.1%
12.758169897128642
1
<0.1%
12.751869372787844
1
<0.1%
12.716730325247884
1
<0.1%
12.649241530785904
1
<0.1%
12.499122767194672
1
<0.1%
12.471993942404374
1
<0.1%
12.398406722235295
1
<0.1%
final.output.concentrate_pb
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_pb
0.65
rougher.calculation.au_pb_ratio
-0.55
primary_cleaner.output.concentrate_pb
0.41
rougher.output.concentrate_ag
-0.40
rougher.input.feed_pb
0.31
secondary_cleaner.output.tail_pb
0.31
rougher.input.feed_ag
-0.28
rougher.output.tail_ag
-0.25
final.output.concentrate_sum
0.23
final.output.tail_pb
0.22
final.output.concentrate_sol
-0.21
rougher.output.tail_sol
-0.21
final.output.tail_ag
-0.20
rougher.state.floatbank10_a_level
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
11.4521484375
8
<0.1%
12.5771484375
6
<0.1%
11.5146484375
4
<0.1%
11.0771484375
3
<0.1%
10.7646484375
3
<0.1%
9.5771484375
3
<0.1%
9.5146484375
3
<0.1%
10.4521484375
3
<0.1%
10.0146484375
3
<0.1%
11.2021484375
3
<0.1%
9.6396484375
2
<0.1%
11.8271484375
2
<0.1%
9.8896484375
2
<0.1%
9.0771484375
2
<0.1%
9.2021484375
2
<0.1%
SMALLEST VALUES
1.6790355791110132
1
<0.1%
1.8127683739364149
1
<0.1%
1.8865607743461927
1
<0.1%
2.1484063637804733
1
<0.1%
2.2282998399312297
1
<0.1%
2.305229799623291
1
<0.1%
2.4462797588730854
1
<0.1%
2.58115636403362
1
<0.1%
2.673078706626704
1
<0.1%
2.7103485908508107
1
<0.1%
2.8037166011064416
1
<0.1%
2.8953068531884085
1
<0.1%
2.9129946959267063
1
<0.1%
2.9297756964340804
1
<0.1%
2.9360382249620227
1
<0.1%
LARGEST VALUES
17.031899460483757
1
<0.1%
16.705296577252447
1
<0.1%
15.96220054599974
1
<0.1%
15.538095983370312
1
<0.1%
15.160976560910544
1
<0.1%
14.868753043810528
1
<0.1%
14.7956478383806
1
<0.1%
14.751447217729355
1
<0.1%
14.593347679976787
1
<0.1%
14.574742821587456
1
<0.1%
14.55028647157881
1
<0.1%
14.539861784511142
1
<0.1%
14.507539863586423
1
<0.1%
14.494117278258006
1
<0.1%
14.48023489157359
1
<0.1%
final.output.concentrate_sol
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.concentrate_sum
0.64
rougher.input.feed_ag
0.49
rougher.input.feed_au
0.49
rougher.output.concentrate_ag
0.47
rougher.output.tail_ag
0.40
secondary_cleaner.output.tail_pb
-0.40
primary_cleaner.output.tail_sol
0.39
primary_cleaner.output.concentrate_ag
0.38
rougher.output.concentrate_sum
0.33
rougher.output.concentrate_au
0.33
final.output.concentrate_ag
0.32
secondary_cleaner.output.tail_sol
0.32
primary_cleaner.input.sulfate
0.30
rougher.state.floatbank10_a_level
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
9.218960717771239
197
1.1%
7.17176628112793
6
<0.1%
8.010768890380861
5
<0.1%
8.2646484375
3
<0.1%
12.7021484375
3
<0.1%
6.8086419105529785
3
<0.1%
13.8271484375
3
<0.1%
14.6396484375
2
<0.1%
8.924428939819336
2
<0.1%
15.195347866482203
1
<0.1%
10.933292331430648
1
<0.1%
12.872492886649232
1
<0.1%
6.012509887589793
1
<0.1%
12.612747931215498
1
<0.1%
8.054628015913853
1
<0.1%
SMALLEST VALUES
0.3605615923996407
1
<0.1%
0.389547784494401
1
<0.1%
0.4024899717266008
1
<0.1%
0.4753080980823789
1
<0.1%
0.5027210740530993
1
<0.1%
0.515755086155065
1
<0.1%
0.5491786617272171
1
<0.1%
0.5905898846534546
1
<0.1%
0.6040797413253071
1
<0.1%
0.6154354106013327
1
<0.1%
0.7189064514487432
1
<0.1%
0.7612047650913397
1
<0.1%
0.7749273545591212
1
<0.1%
0.7878909100727954
1
<0.1%
0.8499021278189159
1
<0.1%
LARGEST VALUES
19.615720486111115
1
<0.1%
19.423911675347227
1
<0.1%
19.41959435039096
1
<0.1%
19.41290765815311
1
<0.1%
19.408359375
1
<0.1%
19.388776041666667
1
<0.1%
19.334610447353786
1
<0.1%
19.23212694485981
1
<0.1%
19.060409172905818
1
<0.1%
18.949136351479424
1
<0.1%
18.930687148306102
1
<0.1%
18.9253189473682
1
<0.1%
18.9116428926256
1
<0.1%
18.77509683609009
1
<0.1%
18.711033209164945
1
<0.1%
final.output.recovery
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.recovery
0.60
final.output.tail_au
-0.48
primary_cleaner.output.tail_au
-0.44
rougher.input.feed_sum
0.40
secondary_cleaner.output.tail_au
-0.38
primary_cleaner.input.sulfate
0.37
rougher.output.tail_pb
-0.36
rougher.input.floatbank10_xanthate
0.35
rougher.output.tail_au
-0.34
rougher.input.feed_au
0.33
rougher.input.floatbank11_xanthate
0.32
rougher.input.feed_ag
0.32
primary_cleaner.output.concentrate_ag
0.32
rougher.output.concentrate_ag
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
100.0
68
0.4%
71.6682487788493
6
<0.1%
75.96275693848621
5
<0.1%
71.64160411263055
3
<0.1%
73.58049623922369
2
<0.1%
75.8934368262192
2
<0.1%
66.98215205556184
1
<0.1%
58.62704929867946
1
<0.1%
70.86883253847292
1
<0.1%
76.89388691293108
1
<0.1%
63.90283263765118
1
<0.1%
69.73502097096976
1
<0.1%
74.28881776577599
1
<0.1%
67.37634739925127
1
<0.1%
67.1596727907494
1
<0.1%
SMALLEST VALUES
0.4637110184813783
1
<0.1%
2.080672373942951
1
<0.1%
5.128832751753035
1
<0.1%
5.586496367402162
1
<0.1%
5.8134789393769895
1
<0.1%
5.982862914394794
1
<0.1%
6.778001991516694
1
<0.1%
6.948135014746214
1
<0.1%
7.33181653460956
1
<0.1%
7.45165277435966
1
<0.1%
8.406897210243965
1
<0.1%
9.060425074695702
1
<0.1%
9.1988909274823
1
<0.1%
10.707895267947864
1
<0.1%
12.005722779498374
1
<0.1%
LARGEST VALUES
100.0
68
0.4%
99.91018309558912
1
<0.1%
99.78398229424656
1
<0.1%
99.74147843238718
1
<0.1%
99.66670059825869
1
<0.1%
99.60920472405694
1
<0.1%
99.55557413901828
1
<0.1%
99.43542592632612
1
<0.1%
99.33543488932412
1
<0.1%
99.03431443256052
1
<0.1%
98.76151461685583
1
<0.1%
98.62090648419912
1
<0.1%
98.61585237878742
1
<0.1%
98.55961608295492
1
<0.1%
98.52225933621742
1
<0.1%
final.output.tail_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.tail_au
0.64
rougher.input.feed_au
0.64
rougher.output.tail_au
0.63
final.output.tail_pb
0.59
rougher.output.tail_ag
0.55
rougher.input.feed_ag
0.50
final.output.recovery
-0.48
secondary_cleaner.output.tail_au
0.47
rougher.input.feed_pb
0.44
final.output.tail_ag
0.43
rougher.output.concentrate_au
0.40
rougher.output.tail_pb
0.37
rougher.output.concentrate_sum
0.34
rougher.output.tail_sol
-0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
68
0.4%
2.403677225112915
6
<0.1%
2.053974151611328
5
<0.1%
2.015913724899292
3
<0.1%
3.7039308547973633
2
<0.1%
2.873732089996338
2
<0.1%
3.786579132080078
2
<0.1%
3.199277639389038
2
<0.1%
2.489268487302277
1
<0.1%
4.19153597671899
1
<0.1%
1.9564160020227124
1
<0.1%
2.325140300457435
1
<0.1%
2.220140979459752
1
<0.1%
2.1560249052972966
1
<0.1%
2.045141715911557
1
<0.1%
SMALLEST VALUES
0.0
68
0.4%
0.0054618635576343
1
<0.1%
0.016072624692271
1
<0.1%
0.0209224077290855
1
<0.1%
0.0313323749949934
1
<0.1%
0.0696861046039319
1
<0.1%
0.0711498507791642
1
<0.1%
0.0768987621408693
1
<0.1%
0.0769403567804349
1
<0.1%
0.1024486219156743
1
<0.1%
0.1070767620498918
1
<0.1%
0.1406458510871258
1
<0.1%
0.1417997389722313
1
<0.1%
0.1436549204932129
1
<0.1%
0.1467003315203904
1
<0.1%
LARGEST VALUES
8.245022417335699
1
<0.1%
8.197408204778785
1
<0.1%
7.812800616851944
1
<0.1%
7.69774443796563
1
<0.1%
7.675163933962902
1
<0.1%
7.574179988844778
1
<0.1%
7.554676838390211
1
<0.1%
7.490731810108051
1
<0.1%
7.4492492480760655
1
<0.1%
7.3793912442676355
1
<0.1%
7.32235830377948
1
<0.1%
7.297108876012339
1
<0.1%
7.269412709812102
1
<0.1%
7.259598642143966
1
<0.1%
7.210925037829244
1
<0.1%
final.output.tail_ag
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_ag
0.78
rougher.input.feed_au
0.60
rougher.output.concentrate_ag
0.56
primary_cleaner.output.tail_pb
0.55
primary_cleaner.output.concentrate_sol
0.55
primary_cleaner.output.tail_ag
0.54
primary_cleaner.output.concentrate_ag
0.50
primary_cleaner.input.depressant
0.50
final.output.tail_au
0.43
rougher.input.feed_sum
0.43
rougher.input.feed_pb
0.40
primary_cleaner.input.sulfate
0.39
rougher.output.recovery
0.38
final.output.concentrate_ag
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
68
0.4%
6.21872091293335
6
<0.1%
9.496955871582031
5
<0.1%
10.441984176635742
3
<0.1%
13.07784652709961
2
<0.1%
7.381220817565918
2
<0.1%
11.558810234069824
2
<0.1%
7.958821773529053
2
<0.1%
7.597119968773809
1
<0.1%
9.482837912785133
1
<0.1%
6.975419950979379
1
<0.1%
10.360770231384144
1
<0.1%
9.98755225269394
1
<0.1%
10.159473875753024
1
<0.1%
10.397690659719537
1
<0.1%
SMALLEST VALUES
0.0
68
0.4%
0.0167896354801956
1
<0.1%
0.0784052873145143
1
<0.1%
0.0806744245684482
1
<0.1%
0.1016235847498038
1
<0.1%
0.1322742935448595
1
<0.1%
0.2494185198008644
1
<0.1%
0.3149520155005302
1
<0.1%
0.4150144683505641
1
<0.1%
0.470907503681972
1
<0.1%
0.4873885797100633
1
<0.1%
0.4986368069619736
1
<0.1%
0.5269198916535728
1
<0.1%
0.5271874317403248
1
<0.1%
0.5430224294030268
1
<0.1%
LARGEST VALUES
19.55214857336269
1
<0.1%
19.15722379649354
1
<0.1%
19.15346355662037
1
<0.1%
19.152445541283143
1
<0.1%
18.972692837591143
1
<0.1%
18.967979660307968
1
<0.1%
18.770142260438345
1
<0.1%
18.726803495877505
1
<0.1%
18.593782728578223
1
<0.1%
18.48127384745359
1
<0.1%
18.449137720672013
1
<0.1%
18.30952468538732
1
<0.1%
18.26971566346618
1
<0.1%
18.259309544357286
1
<0.1%
18.25667883738748
1
<0.1%
final.output.tail_pb
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_pb
0.77
final.output.tail_au
0.59
rougher.output.concentrate_pb
0.54
rougher.calculation.au_pb_ratio
-0.49
rougher.input.feed_au
0.48
primary_cleaner.output.concentrate_pb
0.46
rougher.output.tail_sol
-0.43
rougher.output.concentrate_sum
0.38
primary_cleaner.input.sulfate
0.37
rougher.input.floatbank10_sulfate
0.36
rougher.state.floatbank10_e_air
-0.36
rougher.output.concentrate_sol
0.34
primary_cleaner.output.tail_pb
0.32
rougher.input.feed_sum
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
68
0.4%
2.7487300688359473
59
0.3%
3.347412109375
6
<0.1%
2.034912109375
5
<0.1%
4.41357421875
3
<0.1%
3.113037109375
2
<0.1%
3.800537109375
2
<0.1%
2.456787109375
2
<0.1%
4.22607421875
2
<0.1%
0.664603921290901
1
<0.1%
1.1101760007606611
1
<0.1%
3.362500116491692
1
<0.1%
1.6660708408885532
1
<0.1%
1.619183357887798
1
<0.1%
2.4209028159247503
1
<0.1%
SMALLEST VALUES
0.0
68
0.4%
0.0045082234231651
1
<0.1%
0.0187642594333738
1
<0.1%
0.0204745900434338
1
<0.1%
0.030546387574861
1
<0.1%
0.058488221517764
1
<0.1%
0.0589991366242369
1
<0.1%
0.0603885783596585
1
<0.1%
0.0621214403475357
1
<0.1%
0.0680856194905936
1
<0.1%
0.0690248256181884
1
<0.1%
0.1055278976054655
1
<0.1%
0.1070506161968741
1
<0.1%
0.1171727771677655
1
<0.1%
0.1331627665739506
1
<0.1%
LARGEST VALUES
5.804177690876855
1
<0.1%
5.786732467148039
1
<0.1%
5.761475870344374
1
<0.1%
5.723221694495942
1
<0.1%
5.685669453276527
1
<0.1%
5.659329761399162
1
<0.1%
5.654320684406493
1
<0.1%
5.650438094536463
1
<0.1%
5.645595707628463
1
<0.1%
5.639565029011832
1
<0.1%
5.6381544015142655
1
<0.1%
5.625217836300533
1
<0.1%
5.613964983887144
1
<0.1%
5.588611819214291
1
<0.1%
5.585031496418847
1
<0.1%
final.output.tail_sol
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.tail_sol
0.47
rougher.input.feed_rate
0.47
rougher.output.tail_sol
0.40
rougher.input.feed_sol
0.36
primary_cleaner.output.concentrate_sol
0.31
rougher.input.floatbank11_sulfate
0.31
rougher.input.floatbank10_xanthate
0.30
primary_cleaner.input.feed_size
0.30
primary_cleaner.state.floatbank8_d_air
-0.29
secondary_cleaner.state.floatbank4_a_air
-0.29
rougher.output.tail_pb
0.28
rougher.input.floatbank11_xanthate
0.27
secondary_cleaner.output.tail_sol
0.26
primary_cleaner.input.depressant
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
68
0.4%
12.5771484375
6
<0.1%
10.622456058661143
5
<0.1%
8.2646484375
5
<0.1%
8.8896484375
4
<0.1%
10.7646484375
2
<0.1%
7.56982421875
2
<0.1%
11.5146484375
2
<0.1%
9.8271484375
2
<0.1%
13.28098484913508
1
<0.1%
9.537858260737526
1
<0.1%
10.027581652270422
1
<0.1%
12.389319478935665
1
<0.1%
12.178328499529098
1
<0.1%
8.078824923903579
1
<0.1%
SMALLEST VALUES
0.0
68
0.4%
0.0777314158818788
1
<0.1%
0.1048271355281273
1
<0.1%
0.1314517202046454
1
<0.1%
0.1608144127018278
1
<0.1%
0.1609904773119423
1
<0.1%
0.1843133448343724
1
<0.1%
0.1861898377496335
1
<0.1%
0.2176452824514772
1
<0.1%
0.22240708027035
1
<0.1%
0.24913413253975
1
<0.1%
0.2651396717814108
1
<0.1%
0.2858880691747698
1
<0.1%
0.3292181538169583
1
<0.1%
0.3599804927305215
1
<0.1%
LARGEST VALUES
22.317730335129628
1
<0.1%
22.27201881620619
1
<0.1%
22.19463700612386
1
<0.1%
21.767223576001
1
<0.1%
21.73155180772145
1
<0.1%
21.597385518285964
1
<0.1%
21.551703754001192
1
<0.1%
21.537313833236688
1
<0.1%
21.33859589099884
1
<0.1%
21.08300026787652
1
<0.1%
20.988434171146817
1
<0.1%
20.95507524490357
1
<0.1%
20.831387154261265
1
<0.1%
20.59339942455292
1
<0.1%
20.572343010372585
1
<0.1%
rougher.input.feed_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_sol
0.78
primary_cleaner.input.sulfate
0.68
rougher.input.feed_au
0.66
rougher.input.feed_ag
0.64
rougher.output.recovery
0.53
primary_cleaner.output.concentrate_ag
0.52
rougher.input.feed_pb
0.52
rougher.output.concentrate_ag
0.47
primary_cleaner.output.tail_sol
0.46
primary_cleaner.output.concentrate_sol
0.46
final.output.tail_ag
0.43
rougher.input.floatbank10_xanthate
0.40
final.output.recovery
0.40
primary_cleaner.output.concentrate_pb
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
60.28390645980835
6
<0.1%
59.496087074279785
5
<0.1%
56.92812967300415
3
<0.1%
69.55217456817627
2
<0.1%
58.8647518157959
2
<0.1%
57.77017449660957
1
<0.1%
68.0075408177864
1
<0.1%
55.66441600624131
1
<0.1%
62.74180283680369
1
<0.1%
65.46477438380944
1
<0.1%
56.48049611279397
1
<0.1%
57.411676400547876
1
<0.1%
54.65820932392815
1
<0.1%
64.51462753814486
1
<0.1%
63.22998388548024
1
<0.1%
SMALLEST VALUES
10.936232807818673
1
<0.1%
11.784499381346539
1
<0.1%
12.181884977648071
1
<0.1%
12.761537860994999
1
<0.1%
15.03684215735586
1
<0.1%
15.62463031603951
1
<0.1%
16.882311254345176
1
<0.1%
19.430475653653644
1
<0.1%
19.43459467883018
1
<0.1%
19.49984699194762
1
<0.1%
20.208162957953906
1
<0.1%
20.63321481479509
1
<0.1%
20.8162731416032
1
<0.1%
22.640007951176003
1
<0.1%
22.809192099703644
1
<0.1%
LARGEST VALUES
76.97894732818818
1
<0.1%
76.91296694457873
1
<0.1%
76.10001123450107
1
<0.1%
76.08861593278571
1
<0.1%
75.76080060537646
1
<0.1%
75.74138491492069
1
<0.1%
75.73238317044485
1
<0.1%
75.41379463058858
1
<0.1%
75.31122568897521
1
<0.1%
75.27301222396024
1
<0.1%
75.11113527661544
1
<0.1%
75.02265399393329
1
<0.1%
74.82157750094112
1
<0.1%
74.654529681296
1
<0.1%
74.61962734611012
1
<0.1%
rougher.output.concentrate_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_sol
0.95
rougher.output.concentrate_au
0.79
rougher.output.concentrate_ag
0.58
rougher.input.feed_au
0.43
final.output.tail_pb
0.38
rougher.input.feed_pb
0.36
rougher.input.feed_ag
0.35
rougher.state.floatbank10_e_air
-0.35
final.output.tail_au
0.34
rougher.state.floatbank10_f_air
-0.34
final.output.concentrate_sol
0.33
final.output.concentrate_sum
0.32
rougher.output.concentrate_pb
0.30
rougher.input.feed_sum
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
67.82405471801758
6
<0.1%
62.04645252227783
4
<0.1%
69.63708114624023
3
<0.1%
75.30405521392822
2
<0.1%
72.80121803283691
2
<0.1%
69.33359345638428
1
<0.1%
70.90431787314911
1
<0.1%
63.09372292001912
1
<0.1%
70.82316254432973
1
<0.1%
67.12602075137772
1
<0.1%
68.74322542257678
1
<0.1%
80.09069199600789
1
<0.1%
70.7382705016844
1
<0.1%
69.57684988563105
1
<0.1%
76.46938549960696
1
<0.1%
SMALLEST VALUES
11.170071977068098
1
<0.1%
15.725439595067899
1
<0.1%
17.00940310483715
1
<0.1%
19.685229293280862
1
<0.1%
19.806628888139915
1
<0.1%
20.060953132421115
1
<0.1%
21.161157434043822
1
<0.1%
21.91264081021315
1
<0.1%
22.49853394250836
1
<0.1%
22.901373546494558
1
<0.1%
23.188933029559443
1
<0.1%
23.842164714409755
1
<0.1%
25.378404396620574
1
<0.1%
25.72708030078336
1
<0.1%
26.10318635197101
1
<0.1%
LARGEST VALUES
88.1401193512148
1
<0.1%
87.27343463814626
1
<0.1%
86.99495070092524
1
<0.1%
86.53861387439193
1
<0.1%
86.44798353324256
1
<0.1%
86.3195969205
1
<0.1%
86.31470901440441
1
<0.1%
86.00925765133175
1
<0.1%
85.98098888160291
1
<0.1%
85.97393233187753
1
<0.1%
85.92542987231096
1
<0.1%
85.88664421143663
1
<0.1%
85.75968953024964
1
<0.1%
85.73692101430336
1
<0.1%
85.73167045735228
1
<0.1%
primary_cleaner.output.concentrate_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.concentrate_sol
0.75
primary_cleaner.output.concentrate_pb
0.52
primary_cleaner.output.concentrate_ag
0.50
primary_cleaner.output.concentrate_au
0.49
rougher.input.feed_sum
0.33
rougher.input.feed_au
0.30
rougher.input.feed_ag
0.30
final.output.tail_ag
0.28
rougher.output.concentrate_ag
0.27
primary_cleaner.output.tail_sol
0.25
primary_cleaner.input.sulfate
0.25
primary_cleaner.input.depressant
0.24
final.output.tail_sol
0.23
secondary_cleaner.state.floatbank5_a_air
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
62.03233814239502
6
<0.1%
59.095130920410156
5
<0.1%
65.10762643814087
3
<0.1%
71.62450313568115
2
<0.1%
64.34918117523193
2
<0.1%
50.030445108269106
1
<0.1%
60.28129811520388
1
<0.1%
54.03237520366201
1
<0.1%
61.441198085040185
1
<0.1%
61.829905115237814
1
<0.1%
59.72973017778254
1
<0.1%
53.772251460845
1
<0.1%
55.40216580892691
1
<0.1%
36.909298986745966
1
<0.1%
66.34637029214733
1
<0.1%
SMALLEST VALUES
7.131374003733929
1
<0.1%
7.456929048214741
1
<0.1%
8.147616098384265
1
<0.1%
8.4434787687286
1
<0.1%
9.382988783519448
1
<0.1%
9.69868219270607
1
<0.1%
10.292350238520967
1
<0.1%
10.465905984870751
1
<0.1%
10.516438513127099
1
<0.1%
10.632947617728204
1
<0.1%
10.644447080420079
1
<0.1%
11.285823426178812
1
<0.1%
11.4864158372024
1
<0.1%
11.498708373452816
1
<0.1%
12.253757503305856
1
<0.1%
LARGEST VALUES
80.74934277080499
1
<0.1%
78.25531320976293
1
<0.1%
78.06071944542401
1
<0.1%
77.89813692313632
1
<0.1%
77.59700905269068
1
<0.1%
76.91807573894499
1
<0.1%
75.99250110855037
1
<0.1%
75.82315848699722
1
<0.1%
75.49309288879573
1
<0.1%
75.39505397340777
1
<0.1%
75.3822824343062
1
<0.1%
75.316942370412
1
<0.1%
75.10191394486645
1
<0.1%
75.09628467294341
1
<0.1%
75.09562667006281
1
<0.1%
final.output.concentrate_sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.concentrate_au
0.75
final.output.concentrate_sol
0.64
rougher.output.concentrate_sum
0.32
rougher.input.feed_au
0.31
rougher.input.feed_sum
0.30
rougher.output.concentrate_au
0.29
rougher.input.feed_ag
0.28
rougher.output.concentrate_ag
0.28
primary_cleaner.output.tail_sol
0.25
rougher.output.concentrate_sol
0.25
rougher.output.recovery
0.24
primary_cleaner.input.sulfate
0.23
final.output.concentrate_pb
0.23
final.output.tail_pb
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
69.42596936225891
6
<0.1%
67.94625949859619
5
<0.1%
67.98201251029968
3
<0.1%
70.07455968856812
2
<0.1%
72.16029977798462
2
<0.1%
74.11206841468811
2
<0.1%
69.14132928848267
2
<0.1%
68.78166198143003
1
<0.1%
67.4968081388109
1
<0.1%
68.82402999608561
1
<0.1%
72.48375101007585
1
<0.1%
67.95999550624917
1
<0.1%
70.03565514153354
1
<0.1%
70.64232631835955
1
<0.1%
71.02142867315314
1
<0.1%
SMALLEST VALUES
11.843227657022265
1
<0.1%
12.889854263811833
1
<0.1%
15.130140937772133
1
<0.1%
15.327793738990973
1
<0.1%
16.072812733796592
1
<0.1%
16.81094638210697
1
<0.1%
17.08487623233383
1
<0.1%
17.948801996952398
1
<0.1%
18.101037464956725
1
<0.1%
18.164646071990695
1
<0.1%
18.59563067996638
1
<0.1%
18.705894555604853
1
<0.1%
18.740631145251246
1
<0.1%
18.753578230127722
1
<0.1%
19.10558119789575
1
<0.1%
LARGEST VALUES
80.21064419582288
1
<0.1%
79.97766952659832
1
<0.1%
79.91247335843988
1
<0.1%
79.70663991776462
1
<0.1%
79.67724343315494
1
<0.1%
79.65938196786969
1
<0.1%
79.60448788982708
1
<0.1%
79.52515582043463
1
<0.1%
79.44263482163805
1
<0.1%
79.4203810583773
1
<0.1%
79.33199044962322
1
<0.1%
79.328431968107
1
<0.1%
79.32367747704296
1
<0.1%
79.27511132777276
1
<0.1%
79.2523517008485
1
<0.1%